Tsung-Hsiang Wu

• Created engaging and informative content that educates audiences on agile methodologies and project management principles.
• Garnered a substantial readership of over 14,000 individuals, with engaged comments reflecting the tangible impact of my content in empowering them to apply agile methodologies.
• Achieved over 10,000 downloads of my podcast as well as attract listeners from over 20 countries.
• Received from over 10 mentees seeking agile project management guidance and trust… Show more

• Created engaging and informative content that educates audiences on agile methodologies and project management principles.
• Garnered a substantial readership of over 14,000 individuals, with engaged comments reflecting the tangible impact of my content in empowering them to apply agile methodologies.
• Achieved over 10,000 downloads of my podcast as well as attract listeners from over 20 countries.
• Received from over 10 mentees seeking agile project management guidance and trust established through my engagement efforts across multiple platforms.
• Shared best practices from within a team and amassed over 2800 views on Youtube. Show less

• Facilitated stakeholder meetings to gather requirements and plan phased implementation, ensuring alignment with project objectives and timelines.
• Initiated the program with a collaborative approach, working closely with team members to consolidate multiple back offices into a single platform.
• Improved communication and collaboration between developers and users by coaching the team in the application of User Story Mapping techniques.
• Mentored team members in applying agile… Show more

• Facilitated stakeholder meetings to gather requirements and plan phased implementation, ensuring alignment with project objectives and timelines.
• Initiated the program with a collaborative approach, working closely with team members to consolidate multiple back offices into a single platform.
• Improved communication and collaboration between developers and users by coaching the team in the application of User Story Mapping techniques.
• Mentored team members in applying agile practices and methodologies, fostering a culture of continuous improvement and teamwork.
• Automated the monthly checkout process for account managers, and led to cost saving of at least $50K annually. Show less

• Spearheaded the implementation of Project P3, taking charge of a chaotic workflow situation and guiding the team towards a structured and efficient approach.
• Collaborated with team members to assess and understand existing workflows, then organized and visualized the value stream map to streamline information flow.
• Improved team communication and transparency by bridging the gap between UI team and customers through writing UI specifications and resolving online issues… Show more

• Spearheaded the implementation of Project P3, taking charge of a chaotic workflow situation and guiding the team towards a structured and efficient approach.
• Collaborated with team members to assess and understand existing workflows, then organized and visualized the value stream map to streamline information flow.
• Improved team communication and transparency by bridging the gap between UI team and customers through writing UI specifications and resolving online issues promptly.
• Coached the team in agile methodologies such as Scrum and Kanban, empowering them to self-improve through cyclic retrospective meetings.
• Improved significant delivery performance, including reducing lead time by over 50% and eliminating standard deviation by over 70%. Show less

• Documented the technical specifications, such as APIs and system logics for the engineers to abide by.
• Assisted the product managers groom sprint backlogs by adjusting the requirements with the designers.
• Assured features to be delivered on time by eliminating unnecessary testing tasks for the QA engineer.
• Validated the correctness of APIs by writing scripts for the frontend apps and the backend dashboard.
• Eliminated the delivery risk by aiding the product managers to… Show more

• Documented the technical specifications, such as APIs and system logics for the engineers to abide by.
• Assisted the product managers groom sprint backlogs by adjusting the requirements with the designers.
• Assured features to be delivered on time by eliminating unnecessary testing tasks for the QA engineer.
• Validated the correctness of APIs by writing scripts for the frontend apps and the backend dashboard.
• Eliminated the delivery risk by aiding the product managers to categorize the features into several phases. Show less

• Scheduled release plans as sprint backlogs are considered as potentially deliverable.
• Checked the availability of requirements from the product managers by reviewing contents of tickets.
• Organized temporary meetings to synchronize with developers as there is any change in requirements.
• Balanced loads among engineers by arranging priority of items with the product managers.
• Resolved the online issues by constructing products' testing scripts.

• Refined the cooperation efficiency by adapting the Jira workflow to the variable infrastructures.
• Avoided potential code-injection issues before open to public by ranking related tickets as the highest priority to be resolved.
• Made certain the whole requirements to be clear, testable and feasible by grooming product backlogs with the product managers.
• Adapted items priorities to the release plan with the operation manager so that the exchange was opened as expected.
• Helped… Show more

• Refined the cooperation efficiency by adapting the Jira workflow to the variable infrastructures.
• Avoided potential code-injection issues before open to public by ranking related tickets as the highest priority to be resolved.
• Made certain the whole requirements to be clear, testable and feasible by grooming product backlogs with the product managers.
• Adapted items priorities to the release plan with the operation manager so that the exchange was opened as expected.
• Helped our QA engineer adjust testing plans as scope of requirements varied to accomplish market fit. Show less

• Generated 400K(TWD) monthly revenue as well as 5.2K monthly order growth.
• Assured steady retention rate of customers by guaranteeing fixed dividends of each order.
• Boosted up income by 4 times by transiting the 3rd-party APIs to the in-house strategy model.
• Coordinated integration tests between the technical team and the strategy team.

• Ensured the features to be feasible in a sprint by shrinking their granularity.
• Increased the communication efficiency between engineers and outsourcing coworkers by frequent status synchronization.
• Improved the transparency of features by categorizing associative items into specific epics.
• Groomed the descriptions of items with engineers as more was learned sprint by sprint.
• Achieved 1st version release in a month to eliminate redundant query processes for the operation… Show more

• Ensured the features to be feasible in a sprint by shrinking their granularity.
• Increased the communication efficiency between engineers and outsourcing coworkers by frequent status synchronization.
• Improved the transparency of features by categorizing associative items into specific epics.
• Groomed the descriptions of items with engineers as more was learned sprint by sprint.
• Achieved 1st version release in a month to eliminate redundant query processes for the operation team and the customer support specialists. Show less

• Instructed outsourcing developers to implement required features by articulating the logic of demand-deposit.
• Resolved the items conflicts for the engineers by rearranging the priorities among them.
• Mitigated the risk of development by inspecting the API specifications with the designed UI flows.
• Enforced the websocket specification for corporated engineers to get corresponding reports with specific user id instead of obtaining whole reports.
• Tracked the progress with the… Show more

• Instructed outsourcing developers to implement required features by articulating the logic of demand-deposit.
• Resolved the items conflicts for the engineers by rearranging the priorities among them.
• Mitigated the risk of development by inspecting the API specifications with the designed UI flows.
• Enforced the websocket specification for corporated engineers to get corresponding reports with specific user id instead of obtaining whole reports.
• Tracked the progress with the outsourcing contact window to make sure the requirements were delivered as scheduled. Show less

• Facilitated Scrum events by coaching members to adopt the Scrum framework.
• Sustained development cadence by estimating the consumption velocity of story points (~20 pts)
• Negotiated necessary resources, such as hardware specifications, parameters configuration, with the DevOps team to streamline the CI/CD process.
• Assisted the product owner be able to track progress with a burn-down chart by integrating the Jira software.
• Assured the product value to be delivered on time… Show more

• Facilitated Scrum events by coaching members to adopt the Scrum framework.
• Sustained development cadence by estimating the consumption velocity of story points (~20 pts)
• Negotiated necessary resources, such as hardware specifications, parameters configuration, with the DevOps team to streamline the CI/CD process.
• Assisted the product owner be able to track progress with a burn-down chart by integrating the Jira software.
• Assured the product value to be delivered on time within 3 months by controlling the scope as well as the priorities of features. Show less

• Tackled up to 10K requests simultaneously by designing a backend logical architecture with a FIFO queue to synchronize orders.
• Crafted 6 Restful APIs, with the corresponding Open API specifications, for players to exchange Pokemon cards with each other on the platform.
• Achieved the fundamental scenario correctness by editing 37 unit test cases for the core modules.
• Containerized independent components to attain loosely-coupling configuration by implementing docker… Show more

• Tackled up to 10K requests simultaneously by designing a backend logical architecture with a FIFO queue to synchronize orders.
• Crafted 6 Restful APIs, with the corresponding Open API specifications, for players to exchange Pokemon cards with each other on the platform.
• Achieved the fundamental scenario correctness by editing 37 unit test cases for the core modules.
• Containerized independent components to attain loosely-coupling configuration by implementing docker containerization mechanism.
• Protected players' rights from being damaged by unexpected crashes with the assistance of the disaster recovering as well as the graceful shutdown. Show less

EDMS (Electronic Document Management System)
• Prevented the system from being interrupted by daily checking the services' running status.
• Assisted the channel team with the document access testing by registering the corresponding document kind codes in the meta system.
• Fixed file access issues of the channel systems by analyzing API logs.
• Guaranteed the QoS (quality of service) of the system in all environments by requiring the vendor to provide solution patches for fixing… Show more

EDMS (Electronic Document Management System)
• Prevented the system from being interrupted by daily checking the services' running status.
• Assisted the channel team with the document access testing by registering the corresponding document kind codes in the meta system.
• Fixed file access issues of the channel systems by analyzing API logs.
• Guaranteed the QoS (quality of service) of the system in all environments by requiring the vendor to provide solution patches for fixing operation issues.
• Handled emergent transition of transactions by constructing the in-house DR sites.

OCR (Optical Character Recognition)
• Reconstructed the service instances of the UAT environment by regulating the configurations with the vendor to certain 7x24 running status under large amounts of requests.
• Repaired root causes of recognition failure with the channel team by customizing the DLL version.
• Saved at least 50% disk space by only recording exceptional photos for inspection.
• Ensured systems' not being interrupted by daily checking the services' running status.
• Built the DR sites by cooperating with both the infrastructure team and the vendor, in order to break down sub-items of the task. Show less

• Implemented fundamental functions: mint/burn/pause, of the ERC721 specification in Solidity.
• Published a NFT token by the author's name on the test-net, Ropsten.
• Validated behavior correctness by integrating the test framework (Chai, nodejs) to certain functions could work as usual.
• Instructed a beginner about how to craft a simple NFT token by editing a template documentation to reproduce the steps
• Verified the Etherscan service by deploying a smart contract on the… Show more

• Implemented fundamental functions: mint/burn/pause, of the ERC721 specification in Solidity.
• Published a NFT token by the author's name on the test-net, Ropsten.
• Validated behavior correctness by integrating the test framework (Chai, nodejs) to certain functions could work as usual.
• Instructed a beginner about how to craft a simple NFT token by editing a template documentation to reproduce the steps
• Verified the Etherscan service by deploying a smart contract on the test-net as well as interacting with it through basic realized functions Show less

• Realized simple food ordering system by designing 5 restful APIs that followed required specifications.
• Provided basic command-line test samples for developers to validate APIs' functions.
• Ensured the APIs' functioning as acquired by formulating 28 use-cases.
• Prevented abnormal system crashes from affecting user experience by implementing a graceful shutdown mechanism.
• Applied simple username/password authorization to protect the system from malicious attacks.

• Generated the test plan of SOFA Vault System by analyzing the wallet API behavior.
• Defined corresponding test cases based on role types to validate whether side effects occur under irregular user operations. (admin: 114, wallet creator: 330 cases, respectively)
• Deployed automation scripts on Jenkins; integrated Telegram bot to release daily issue reports the developers to resolve.
• Ameliorated the risk of both unexpected operations and malicious API requests by reporting bug… Show more

• Generated the test plan of SOFA Vault System by analyzing the wallet API behavior.
• Defined corresponding test cases based on role types to validate whether side effects occur under irregular user operations. (admin: 114, wallet creator: 330 cases, respectively)
• Deployed automation scripts on Jenkins; integrated Telegram bot to release daily issue reports the developers to resolve.
• Ameliorated the risk of both unexpected operations and malicious API requests by reporting bug lists to the developers.
• Streamlined the in-house test flow by automating API validation process on Postman. Show less

• Refined matching behavior from call auction to continuous bidding for new FIX/TMP specifications in Taiwan.
• Qualified 3 matching logic (IOC/FOK/ROD) with 2 testing modes (Ping-Pong/Simulation) by controlling program process through parameters' tuning.
• Aided FPGA team in simulating order-insertion behavior under continuous auction mechanism by crafting both FIX and TMP virtual brokers.
• Modernized the communication between a virtual broker and clients by unifying abstract middle… Show more

• Refined matching behavior from call auction to continuous bidding for new FIX/TMP specifications in Taiwan.
• Qualified 3 matching logic (IOC/FOK/ROD) with 2 testing modes (Ping-Pong/Simulation) by controlling program process through parameters' tuning.
• Aided FPGA team in simulating order-insertion behavior under continuous auction mechanism by crafting both FIX and TMP virtual brokers.
• Modernized the communication between a virtual broker and clients by unifying abstract middle sessions for both FIX and TMP specifications.
• Simplified validation complexity of order-insertion behavior through adjusting parameters of shell script instead of modifying code bases.

Ping-Pong : Market data is broadcast per signal received, one at a time
Simulation : Market data is broadcast in real time series' order
IOC : Immediate or Cancel
ROD : Round of Day
FOK : Fill or Kill Show less

• Produced VICI self-use CPU burn-in utility to qualify the stability of an overclocked server.
• Proved the solidity of an overclocked system under extreme situations: high temperature, intensive cores' communication and large memory allocation, by crafting 3 trial programs to stress-test a server.
• Automated the validation phases by compiling shell script with parameters' tuning to streamline the testings.
• Burdened overclocked system with high temperature by executing… Show more

• Produced VICI self-use CPU burn-in utility to qualify the stability of an overclocked server.
• Proved the solidity of an overclocked system under extreme situations: high temperature, intensive cores' communication and large memory allocation, by crafting 3 trial programs to stress-test a server.
• Automated the validation phases by compiling shell script with parameters' tuning to streamline the testings.
• Burdened overclocked system with high temperature by executing multi-threaded floating-point matrix computation on each core.
• Pressured an overclocked server with multiple cores' communication by intensively accessing the shared memory that triggers signaling among cores.
• Stressed an overclocked machine with large memory distribution by evenly allocating 80% of system memory to multiple cores. Show less

• Certified the performance of overclocked servers by providing a self-developed latency analysis tool and an operation guide to clients.
• Compared the latency amelioration of a server before (3.1GHz) and after (5.2GHz) overclocked by measuring the behavior of generating a FIX order.
• Forged public guide of testing bench to be compatible with all sorts of trading servers.
• Generated testing reports by plotting the latency distribution to visualize the difference between a general… Show more

• Certified the performance of overclocked servers by providing a self-developed latency analysis tool and an operation guide to clients.
• Compared the latency amelioration of a server before (3.1GHz) and after (5.2GHz) overclocked by measuring the behavior of generating a FIX order.
• Forged public guide of testing bench to be compatible with all sorts of trading servers.
• Generated testing reports by plotting the latency distribution to visualize the difference between a general server and an overclocked server.
• Qualified an overclocked server by assessing overall latency improvement, such as maximum, minimum, mean and standard deviation. Show less

• Increased order hit rate by 2 times by adjusting configurations of NIC (Solarflare) to send orders without making data wait in a buffer.
• Certified online trading program as a DMA system by passing 37 conformance test scenarios required by exchange.
• Automated all EOD/SOD processes by streamlining the tasks with the broker-side IT team to certain the trading system works as scheduled.
• Strengthened risk control abilities to corner cases by taking scenarios that… Show more

• Increased order hit rate by 2 times by adjusting configurations of NIC (Solarflare) to send orders without making data wait in a buffer.
• Certified online trading program as a DMA system by passing 37 conformance test scenarios required by exchange.
• Automated all EOD/SOD processes by streamlining the tasks with the broker-side IT team to certain the trading system works as scheduled.
• Strengthened risk control abilities to corner cases by taking scenarios that filled/partially-filled/canceled reports back prior than other replies into integration tests.
• Gained risk control efficiency by 19.7% from 18.625 (us) to 14.954 (us) through moving margin I/O service into an asynchronous process.
• Lessened latency of inserting orders by 65% from 43 (us) to 15 (us) through optimizing the string manipulation and I/O process of inspection logs.
• Stress-tested validity of margin/position updates by 200 test scenarios to certain trading safety when market is open.
• Sped up SET certification process by regulating test scripts, risk management papers and IT-required documents with cooperated sales.
• Addressed development issues with collaborated sales to diminish communication cost by clarifying what sorts of resources they can provide, like coding specification, test environment, certification details, etc.
• Streamlined development phase for Scrum team by formulating the overall architecture and composing specifications to abide by.
• Saved maintenance time for components by seeking the consensus of revising DOD to arrange unit-testing into the following backlogs in sprint retrospective.
• Controlled the risk of inserting orders by producing the risk management component to constantly update credit-limit/position for daily use.
• Accelerated online testing of trading unit by acquiring the foreign contact window to provide decent trial environments for Linux-based programs.

DMA: Direct Market Access
EOD: End of Day
SOD: Start of Day
DOD: Definition of Done Show less

• Validated the correctness of FIX messages from FPGA board by constructing a simple FIX virtual broker with IOC (immediate or cancel) mechanism.
• Modified the reply behaviors of FIX broker by cross-testing with 57 OTC/TWSE history cases.
• Gained more working time for members by recommending the manager to decrease the frequency of unnecessary meetings.
• Guaranteed the development speed within expected progress by periodically adjusting workloads sprint by sprint according to the… Show more

• Validated the correctness of FIX messages from FPGA board by constructing a simple FIX virtual broker with IOC (immediate or cancel) mechanism.
• Modified the reply behaviors of FIX broker by cross-testing with 57 OTC/TWSE history cases.
• Gained more working time for members by recommending the manager to decrease the frequency of unnecessary meetings.
• Guaranteed the development speed within expected progress by periodically adjusting workloads sprint by sprint according to the consuming velocity of story points.
• Stimulated realistic transmission of market data by integrating the quote broadcasting component into FIX virtual brokers for both OTC/TWSE sessions.
• Adapted to swift architectural refinement for separation and reassemblage through modularizing all sub-components that made up the FIX virtual brokers.
• Delivered trading simulation for derivative warrant by developing ROD (Rest of Day) mechanism in matching machine module.
• Revamped policy to unexpected system crashes by crafting a risk management module to override the margin/position file once the corresponding replies are received at gateway for disaster recovery.
• Tested reliability of packet transmission between FPGA board and virtual brokers by fashioning order functionalities from Linux driver.
• Ensured capability of order processing without packet loss in FIX engine by stress-testing for continuous 6 hours at rate of 1000 orders/second.
• Initiated cross-team integration testing for order behaviors and margin/position control by negotiating associated members to take part in. Show less

• Accommodated the variation of reply format by replacing the retrieving callbacks of order replies with new one and revising the reply data processing details.
• Articulated the quote-loss issue by tracing the process of quote subscription call flow, cooperating with broker manager to comprehend the logic change as API version upgraded.
• Refined stock subscription process in order to prevent re-registration from happening by waiting the product transaction data to be downloaded.
•… Show more

• Accommodated the variation of reply format by replacing the retrieving callbacks of order replies with new one and revising the reply data processing details.
• Articulated the quote-loss issue by tracing the process of quote subscription call flow, cooperating with broker manager to comprehend the logic change as API version upgraded.
• Refined stock subscription process in order to prevent re-registration from happening by waiting the product transaction data to be downloaded.
• Solved the problem that order requests from speedy gateway failed to be deleted from API by acquiring corrected .dll component from broker manager. Show less

• Succeeded in boosting 4 times of issue-resolving speed by pioneering Scrum management policy to the project as a trial to achieve problem transparency and reduce negotiation cost.
• Volunteered as a Scrum Master to supervise the project by depicting the thorough scope to members, incorporating management tool, Jira, into Scrum process for clarifying each sprint goal and what should be done.
• Fortified trading exception handling mechanism through facilitating a risk control module to… Show more

• Succeeded in boosting 4 times of issue-resolving speed by pioneering Scrum management policy to the project as a trial to achieve problem transparency and reduce negotiation cost.
• Volunteered as a Scrum Master to supervise the project by depicting the thorough scope to members, incorporating management tool, Jira, into Scrum process for clarifying each sprint goal and what should be done.
• Fortified trading exception handling mechanism through facilitating a risk control module to monitor the status of risk margin when the market runs to avoid abnormal trading behaviors.
• Minimized the risk of over transaction and irregular trading conditions for the brokerage by crafting a Kill-Switch module that can both restrict maximum quantity per order and force sessions to be disconnected.
• Assisted an engineer to make clear the implementation architecture by detailing the broker topology extracted from software engineering materials.
• Administered backlogs division and delegation for each sprint according to project requirements by observing developing progress/contents.
• Assured team members of Scrum spirit by coaching them myself at daily meetings and sprint retrospectives.
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• Advanced at least 83% loading performance from larger than 60 seconds to less than 10 seconds by optimizing the initialization process under the condition that trading commodities are 3 times more than the previous version of program.
• Lessened 80 milliseconds callback duration for futures when the dealer attempts to activate transaction interfaces for trading by refactoring the function which waits for response.
• Decreased reaction complexity of delegated workloads from O(N) to… Show more

• Advanced at least 83% loading performance from larger than 60 seconds to less than 10 seconds by optimizing the initialization process under the condition that trading commodities are 3 times more than the previous version of program.
• Lessened 80 milliseconds callback duration for futures when the dealer attempts to activate transaction interfaces for trading by refactoring the function which waits for response.
• Decreased reaction complexity of delegated workloads from O(N) to O(lgN) under worst case by applying dictionary-consulting mechanism instead of iterating a registered invocation list for a specified stock number.
• Accelerated dealer's trading efficiency via merging best-5-price tables of current-next/current-quarter months on traded futures.
• Improved dealer's trading experience by integrating the mechanism of liquidated/unliquidated reports of combination orders at current-quarter months rather than merely those at current-next month.
• Resolved the UI-delay issue as more and more registered trading interfaces are opened for futures by removing unnecessary traversing process on delegation list. Show less

• Dedicated the feature realization to FIX-44 protocol by separating the necessary modules from the original open source project into a group-maintained program.
• Incorporated the behaviors of order matching into a FIX acceptor by overhauling the design pattern of the virtual broker for framework composition.
• Furthered the compatibility of data transmission among various transaction protocols by providing an interface of FIX adapter for content transformation.
• Promoted the… Show more

• Dedicated the feature realization to FIX-44 protocol by separating the necessary modules from the original open source project into a group-maintained program.
• Incorporated the behaviors of order matching into a FIX acceptor by overhauling the design pattern of the virtual broker for framework composition.
• Furthered the compatibility of data transmission among various transaction protocols by providing an interface of FIX adapter for content transformation.
• Promoted the product usability through revamping the default fields' contents and configuration files to meet requirements of TWSE (Taiwan Security Exchange) FIX protocol.
• Leveraged the stability of order matching by negotiating with my partner, who took charge in FIX order tool, for quality assurance testing in avoidance of unexpected transaction behavior. Show less

• Lifted the app downloads around 40 times via getting it featured by Apple on both iTunes banner and Google Play.
• Boosted the retention rate by 3 times through polishing user interfaces and GPS running events.
• Penetrated the U.S. market under COPPA (https://goo.gl/Lek4oH) by integrating the age gate registration process into the fitness app.
• Structured the module of coin update functionalities for all characters, which was convenient for developers to adjust reward arguments… Show more

• Lifted the app downloads around 40 times via getting it featured by Apple on both iTunes banner and Google Play.
• Boosted the retention rate by 3 times through polishing user interfaces and GPS running events.
• Penetrated the U.S. market under COPPA (https://goo.gl/Lek4oH) by integrating the age gate registration process into the fitness app.
• Structured the module of coin update functionalities for all characters, which was convenient for developers to adjust reward arguments on inspector instead of hard-coding.
• Elevated the re-usability of existing location service modules without large re-factorization by persuading the project manager to upgrade the development toolkit.
• Motivated users to experience racing with cartoon character, Odie, by incorporating location service into the chasing game.
• Ensured users' privacy safety from designing operation process in both location service and permission requirement for Android/iOS platform.
• Accumulated players' senses of accomplishment in UI polish by dynamically adjusting the flying path of coins to score the bar.
• Deducted dependency of irrelevant data from disabling default cache backup for Android-23+ devices when reinstalling the app. Show less

• Extended the compatibility of the game platforms for Tencent players by expanding the functionality of user switching on asynchronous accounts / platforms among mobile QQ, guest and WeChat modes.
• Self-designed 16 test cases to validate the reliability of user switching on different accounts and platforms.
• Incorporated the Tencent Midas SDK into Groove Planet to enable the payment process of virtual products.
• Released the Midas SDK integration documents for the team members to… Show more

• Extended the compatibility of the game platforms for Tencent players by expanding the functionality of user switching on asynchronous accounts / platforms among mobile QQ, guest and WeChat modes.
• Self-designed 16 test cases to validate the reliability of user switching on different accounts and platforms.
• Incorporated the Tencent Midas SDK into Groove Planet to enable the payment process of virtual products.
• Released the Midas SDK integration documents for the team members to refer to. Show less

• Diminished 50 times of operation costs for roadway industries by taking advantage of smartphones as measuring tools instead of expensive high-end instruments.
• Delivered 2 patents under review which were intended for conserving budgets in pavement assessment and simplifying complexities of road monitoring.
• Succeeded in separating suspension factors from data sources, which lessened the impacts of various vehicle models on the validation process.
• Outperformed conventional… Show more

• Diminished 50 times of operation costs for roadway industries by taking advantage of smartphones as measuring tools instead of expensive high-end instruments.
• Delivered 2 patents under review which were intended for conserving budgets in pavement assessment and simplifying complexities of road monitoring.
• Succeeded in separating suspension factors from data sources, which lessened the impacts of various vehicle models on the validation process.
• Outperformed conventional approach to be applied on most vehicles rather than specified models, which overcame the theoretical restrictions. Show less

• Slashed 40% developing time by streamlining data transmission process and revising functionalities, while ensuring the reliability and availability of the system with the partner.
• Invented an adaptive bumping detection algorithm, which was compatible with most smartphones, to precisely report unusual bumping events for the authority concerned to tackle.
• Crafted an App, Bump Sensor, to assist public departments in verifying the attributes of abnormal events for pavement… Show more

• Slashed 40% developing time by streamlining data transmission process and revising functionalities, while ensuring the reliability and availability of the system with the partner.
• Invented an adaptive bumping detection algorithm, which was compatible with most smartphones, to precisely report unusual bumping events for the authority concerned to tackle.
• Crafted an App, Bump Sensor, to assist public departments in verifying the attributes of abnormal events for pavement maintenance.
• Reinforced citizens’ emphases on road irregularities through visualizing the ground-truth data to highlight the importance of road evaluation while building up the system.
• Leveraged the location accuracy of anomalies by 14% for roadway managers to qualify the driving conditions and speed up road repair with ease. Show less

• Advanced efficiency of application deployment 10% by negotiating structured progress and revising functionalities with mentor.
• Facilitated the communication between public transportation system and remote center when developing the program, Bus Location Uploader, to take charge of data transmissions of sensor locations.
• Designed user-friendly interface and transparent control flow to swiftly adapt customers to the application.
• Cultivate 3 trainees in creating innovations via… Show more

• Advanced efficiency of application deployment 10% by negotiating structured progress and revising functionalities with mentor.
• Facilitated the communication between public transportation system and remote center when developing the program, Bus Location Uploader, to take charge of data transmissions of sensor locations.
• Designed user-friendly interface and transparent control flow to swiftly adapt customers to the application.
• Cultivate 3 trainees in creating innovations via mentoring them to compile project training tutorials.
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