Yicong Lin

Software Engineer at Ayro

Led the integration of Tesseract-based OCR and custom PDF parsers into the ingestion pipeline, enabling rapid digitization of scanned geological reports and assay tables. Automated generation of technical summaries and entity extraction using GPT-4o-driven RAG workflows. Engineered advanced prompt templates for LangChain-powered LLM chat to accurately extract mineral grades, intercepts, and geological context; translated unstructured filings into actionable diligence insights. Deployed SOC2-compliant backend infrastructure using FastAPI, PostgreSQL/PostGIS, and AWS, with emphasis on spatial data handling and encryption. Contributed to the development of the full-stack platform, including front-end chat UI and 3D core viewer (CesiumJS).

Software Engineer at Society for AI Literacy

Spearheaded the integration of OpenAI's Whisper into core back-end services, enabling real-time audio transcription capabilities for clinical applications. Automated the generation of clinical summaries from conversational transcripts using GPT-4o, significantly enhancing documentation efficiency. Developed sophisticated prompt templates to extract and structure information into preliminary SOAP notes, streamlining clinical workflow while maintaining strict accuracy protocols. Collaborated with product and engineering teams to design secure, high-performance architectures and packaging of desktop/mobile applications, integrating AI-driven features into user-facing interfaces.

Senior Software Engineer at Shanghai UniVista Industrial Software Group Co., Ltd. (UniVista)

Developed and implemented C++ applications extending the capabilities of EDA software. Upgraded and refactored software to achieve ~20% performance gains. Ensured code quality through rigorous code reviews and maintained comprehensive technical documentation.

Senior Software Engineer at Shanghai Hongji Information Technology Co., Ltd. (CYCLONE ROBOTICS)

Developed an RPA compiler and API using C++ and TypeScript; consistently resolved software defects within a two-day time-frame. Designed the architecture for an SOP system and implemented a Redis database for variable management.

Software Engineer at GE AVIC Civil Avionics Systems Company Limited (AVIAGE SYSTEMS)

Led a software team in developing the General Integration Platform (GIP); designed architecture and implemented core functionalities on Windows and Linux using C++ and message queuing. Enhanced code quality via unit and integration testing; authored technical documentation. Developed reusable components to reduce future development time. Created embedded software for hardware verification and interfaces with hardware via Ethernet, I2C, and Serial Port.

Senior Software Engineer at MDC Telecom Co., Ltd.

Developed the core SS7 protocol stack (SCCP, TCAP, MAP) in C++ within MS Visual Studio; enhanced SS7 software architecture through key updates. Developed a range of value-added service applications for mobile devices.