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Daksh SheregarDS
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Daksh Sheregar

@dakshsheregar

I build RAG and computer vision systems for enterprise code and vehicle recognition.

India
Message

At Biometrik Systems, I build enterprise-scale RAG systems that enable intelligent code search and context-aware code generation across multi-repository codebases.

I develop hybrid retrieval workflows with Qdrant, embeddings, BM25, and local Qwen/Ollama LLMs, including semantic chunking, code parsing, symbol extraction, indexing, and repository routing.

I also built an AI-powered ANPR system for Indian vehicles using YOLO11, OpenCV, and PaddleOCR, supporting real-time image and video inference with OCR optimization and validation.

Experience

Work history, roles, and key accomplishments

Education

Degrees, certifications, and relevant coursework

MT

Manipal Institute of Technology

B.Tech, Computer Science and Engineering (AI & ML)

2024 -

Grade: 8.12

Pursuing a B.Tech in Computer Science and Engineering with a focus on AI & ML, currently in the third year with a CGPA of 8.12.

UE

upGrad Enterprise

Build Networks, Networking

Completed the certification 'Build Networks' issued in June 2026.

UE

upGrad Enterprise

Networking: The Skill That Never Stops Giving, Networking

Completed the certification 'Networking: The Skill That Never Stops Giving' issued in July 2026.

Tech stack

Software and tools used professionally

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