Swapnil Sinha
Agentic AI and ML Infra @ Struction | Ex Personal.ai | Enterprise Search & Agentic RAG Solutions | On-Device LLM Deployment | UC San Diego
- Role
- Full-stack Developer at Struction
- Location
- San Francisco, CA, US
- LinkedIn followers
- 500 followers
About Swapnil Sinha
Machine Learning Engineer and Full-Stack Developer specializing in LLM optimization and…
Experience
Full-stack Developer
Jul 2025 — Present · Denver, CO, US
Developed an end-to-end AI chatbot using React.js with real-time message streaming and context-aware responses, leveraging construction diagrams as a knowledge base to answer user queries about materials and specifications.Built and deployed an AWS Lambda pipeline integrating OCR and GPT-5 for automated construction diagram processing, achieving 60% faster processing through asynchronous multiprocessingDesigned scalable canvas-based UI elements with automatic zoom-level adjustment, ensuring visual clarity across multi-page layouts while maintaining proportional scalingRefactored wall layout optimization algorithms in Node.js to eliminate unsafe configurations, enhancing structural stability and reliability of the layout generation systemOptimized database performance by implementing batch write operations for items, significantly improving data ingestion efficiency
Education
UC San Diego
Master of Science - MS, Machine Learning and Data Science
APJ Abdul Kalam Technological University
Bachelor of Technology - BTech (HONOURS), Electronics and Communications Engineering
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