Himanshu Thakur
Associate Ai Engineer @Searce Inc
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WORK HISTORY
Associate Ai Engineer @Searce Inc
Bengaluru, IN
Developed a scalable Genetic Algorithm to solve an NP-hard vehicle allocation problem, optimizing a multi-objective function (weight/volume utilization) and minimizing fleet size under complex delivery constraints (e.g, partitioned vehicles, food/non-food segregation). Automated a previously manual daily planning process, reducing decision time from hours to under a minute.– Built a healthcare-specific conversational AI system using LangChain and dual open-source LLMs (Llama 3.2B & 8B), enabling context-aware Q&A and natural language querying of structured.csv data. Implemented query routing to a smaller LLM for simpler inputs, reducing token usage.
EDUCATION
Sardar Vallabhbhai National Institute of Technology, Surat
Bachelor of Technology - BTech
ABOUT HIMANSHU THAKUR
Driven ML Engineer with a passion for creating useful projects and products. My interests in long-distance running, reading, writing, and philosophy have instilled in me a deep appreciation for perseverance, critical thinking, and effective communication. My strong foundation in mathematics and statistics, coupled with my incrementally increasing expertise at machine learning has equipped me with the necessary tools for developing elegant solutions to practical problems. I am eager to continue broadening my horizons and to keep building software people find useful.
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