Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
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Expert
Expert
Expert
Intermediate
Beginner
Beginner
Language
English
Advanced
Hindi
Advanced
Work Experience
Deep Learning Inference Intern at IIT Kanpur
July 1, 2025 - December 1, 2025Applied INT4/INT8 post-training quantization to vision transformer models using PyTorch and NVIDIA TensorRT, achieving ~4x memory reduction with less than 1% accuracy degradation. Built GPU-aware compression pipelines automating the full quantization workflow (model loading, calibration, engine export, and benchmarking), reducing turnaround time from hours to minutes. Designed benchmarking scripts to evaluate latency/throughput/accuracy tradeoffs and tracked experiments using structured Git branching for reproducible research.
ML & Data Engineering Intern at Edvantange Pvt. Ltd., New Delhi
September 1, 2024 - April 1, 2025Built Python-based RAG pipelines and REST API endpoints serving an AI-powered grading tool for a React frontend, reducing manual assessment effort by 60%. Automated data pipelines using AWS Lambda and REST APIs, cutting manual reporting effort by 45%, and delivered Power BI dashboards for management decision-making. Designed MongoDB collections and schemas for student data, model outputs, and session history. Collaborated in an Agile sprint workflow using Git feature-branch strategy, with structured testing and versioned iterations.
ML & Data Engineering Intern at Eduvantage Pvt. Ltd.
September 1, 2024 - April 1, 2025Built Python-based RAG pipelines and REST API endpoints powering an AI grading assistant used with a React frontend, reducing manual assessment effort by ~60%. Developed automated data pipelines using AWS Lambda and REST APIs, cutting manual reporting effort by ~45% and delivering Power BI dashboards for management decision-making. Designed MongoDB collections and SQL schemas to store student data, model outputs, and session history, collaborating in an Agile sprint workflow using Git feature-branching strategy. Also contributed to deep learning inference support and engineering practices for reliable experimentation.
Education
B.Tech (Electronics & Telecommunication) at Vishwakaramha Institute of Information Technology
January 1, 2022 - January 1, 2026B.Tech, Electronics & Telecommunications at Vishwakaram Institute of Information Technology, Pune
January 1, 2022 - January 1, 2026Qualifications
Industry Experience
Education, Software & Internet, Telecommunications, Computers & Electronics
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Beginner
Beginner
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