Hi! I am Swindar, a software engineer with experience building full-stack systems and AI-powered products. I enjoy turning complex ideas into reliable, human-centered products at the intersection of engineering, data, and product design.
A-PACE: Real-Time Biosensor Analytics Toolkit
Developed a web-based signal processing platform for electrochemical biosensor data, reducing manual labeling from hours to seconds; co-authored a bioRxiv preprint.
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Tech: Python, ML pipelines, FastAPI, interactive scientific visualization
NLP Project: Regex Engine from Scratch (Python)
Built a custom regular expression engine without using built-in regex libraries, including parsing, matching, capturing groups, and backreferences.
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Tech: Python, formal languages, parsing, state machines
StylePilot.ai – AI Styling Copilot
Designed system architecture for an AI wardrobe digitization and outfit recommendation product, combining vision tagging with user preference modeling.
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Tech: AI systems, full-stack development, product design
Pruun – SaaS Landscaping Marketplace & CRM
Built and shipped a full-stack B2B marketplace and CRM supporting 37 properties and 325 jobs. Implemented end-to-end RFQ to booking flows, increasing conversion by 20%, and enabled real-time updates with Socket.IO.
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Tech: React, Node.js (Fastify), PostgreSQL, Redis, Socket.IO, SendGrid, Twilio, CRM systems
RAG pipelines • LLM evaluation & monitoring • Embeddings • Reranking • Service & API architecture •
AI inference pipelines • Caching strategies • Full-stack development • CRM systems
- LinkedIn: Swindar Zhou
- GitHub: @swindar-zhou
- Website: swindar.com