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Abhishek Mathukiya
Mid-Level Software Engineer specializing in backend microservices and distributed systems
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Built and productionized an internal LLM-powered search tool that helps engineers find the right SolidWorks macros using plain-English queries, using OpenAI embeddings and ChromaDB with strong logging/fallback safeguards. Experienced in diagnosing RAG/agentic workflow issues in real time and in hands-on API support, including fixing customer macros after SolidWorks version updates and driving adoption through reusable solutions and best practices.
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Key Strengths
- Took an LLM prototype to production by adding preprocessing, logging, and fallback behavior
- User-centered iteration: shadowed engineers in daily workflows and rapidly incorporated feedback
- Systematic real-time debugging of LLM/RAG pipelines using step-by-step decomposition and logs/traces
- Improved relevance by identifying retrieval as the root cause and tightening retrieval parameters
- Able to tailor technical demos/workshops with layered content for mixed-skill developer audiences
- Strong customer-facing technical problem solving (diagnose, fix, and rebuild SolidWorks macros using stable API patterns)
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