AI/ML Engineer with 3.3+ years of experience designing and deploying production AI systems across computer vision, biometric verification, NLP, and Generative AI.
Cubastion Consulting Pvt. Ltd.
2023 - Present
Worked on the SSC Transformation Project, architecting and deploying a self-hosted Generative AI chatbot and agentic AI pipeline using open-source LLMs, LangChain, LangGraph, FAISS, prompt engineering, and secure document retrieval. Developed real-time computer vision systems for photo quality assessment, identity verification, candidate deduplication, video and facial emotion analysis, and a Flask REST API. Designed a cryptographic QR-based secure exam paper system for government recruitment workflows. Delivered systems achieving 99%+ accuracy for photo quality assessment and 98%+ accuracy for photo comparison at government and national examination scale.
B.Tech, Electronics and Communication Engineering
2018 - 2022
GPA: 8.26
Architected and deployed a fully self-hosted Generative AI chatbot using open-source LLMs, LangChain, LangGraph, FAISS, secure document ingestion, embedding generation, metadata filtering, and prompt engineering.
Developed a real-time photo verification system using YOLO-based object detection and custom face-quality scoring heuristics to prevent captures with hats, masks, and glasses, achieving 99%+ accuracy.
Designed and deployed a high-throughput photo comparison system for identity verification, candidate deduplication, and batch matching, achieving 98%+ accuracy with results delivered in seconds.
Engineered a Flask REST API for face detection, frame-by-frame emotion classification, and structured storage from video streams and static images.
Designed a cryptographic QR encoding and scanning system for tamper-evident SSC question paper retrieval and exam confidentiality.