Started Working on Smart Wildlife Crime News Automation System
Objective: To automatically identify wildlife crime incidents from news articles and convert them into clean, structured, analyzable data
Note that the project work has just started and I'm still working on it for new and unique automated systems to be added into it
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6
Industry Collaboration Project - SAMSUNG PRISM
Development Of Multimodal Vector Database Using Embedding Vectors
• Developed a multimodal on-device vector search system to enable semantic retrieval across image, text, and audio data.
• Implemented CLIP-based embedding pipeline with FP16 compression and optimized HNSW indexing (hnswlib) for fast nearest-neighbor search on mobile devices.
• Achieved -95% Recall@10 with sub-millisecond search latency, enabling efficient and scalable on- device semantic search for large datasets.
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16
Full-Stack Todo Application
Developed a full-stack task management system with user authentication and role-based access control using React, Node.js, and Express.
Designed and implemented RESTful APIs with MongoDB supporting scalable CRUD operations.
Integrated Zod validation and protected routes, ensuring data integrity and secure API access.