Junior AI/ML & Full-Stack Engineer specializing in LLMs and RAG systems
San Francisco, CAForward Deployed Engineer2 years experienceJuniorTechnologySaaSArtificial Intelligence
ScreenedIdentity Verified
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About
Forward-deployed engineer who built a production AI drone-control chatbot that lets users fly a drone via natural language while viewing a real-time feed. Implemented RAG over drone SDK documentation (vector DB + top-k retrieval) and LoRA fine-tuning, with a focus on latency, token efficiency, and cost reduction, and regularly works with non-technical clients to integrate and explain AI system architecture.
Experience
Forward Deployed EngineerChecksum AI
Software Engineer - AI/MLShifa Precision Inc.
Student ResearcherCenter for Robotics and Intelligent Systems
Software EngineerStuDetails
Education
University of California, Riversidemaster, Computer Science (2025)
Vellore Institute of Technology, Chennaibachelor, Computer Science and Engineering (2023)
Key Strengths
Built and deployed an LLM-powered natural-language drone control system with real-time video/command loop
Applied RAG with a vector DB over drone SDK documentation to reduce token usage and cost
Experience addressing real-time latency constraints in AI-driven control workflows
Systematic model selection using benchmarks aligned to use case (e.g., coding-focused model for code understanding/writing)
Agent evaluation approach using a second LLM to critique and improve outputs
Strong client-facing execution as a forward-deployed engineer integrating AI products with customer systems
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