Jul 2025 – Sep 2025 · 2 mos

Jul 2023 – Jul 2025 · 2 yrs · Gurugram, Haryana, India · On-site

• Key Projects & Contributions
• ► Smart Video Search (InstaSearch) | Jan 2023
• Used CLIP (OpenAI) and YOLOv8 to extract rich vector embeddings from video frames for deep
• content understanding.
• Stored 1.5k+ dimensional embeddings in Qdrant for efficient vector similarity search and retrieval.
• Built a cosine similarity-based search to identify the most relevant frames/timestamps for query-
• driven video analysis.
• Deployed APIs via AWS SageMaker to scale and streamline intelligent video frame retrieval.
• ► eRUPI Wallet Integration (NPCI)
• Engineered end-to-end integration of prepaid vouchers for secure fuel transactions
• Linked vouchers to driver identity and phone numbers to prevent misuse and fraud
• ► Diesel Sensor Platform
• Designed real-time fueling detection system, reducing latency from 90 minutes to under 4 minute
• Implemented feedback loop for marking/restoring events, improving accuracy and user trust
• ► Used Truck Search & Ranking
• Built Elasticsearch function score–based ranking system using buyer behavior signals
• Boosted contact CTR from 7% to 11%; implemented typeahead and voice search
• ► HLS Video Streaming Pipeline
• Architected cost-efficient video streaming pipeline using AWS Lambda and S3
• Automated m3u8 conversion, reducing video processing latency by 60%
• ► Party Khata (Expense Management)
• Developed a Splitwise-like tool for shared expense tracking, settlements, and ledgers
• Integrated PDF ledger generation and WhatsApp reminders for better trip-level visibility

Jan 2023 – Jun 2023 · 5 mos · Gurugram, Haryana, India · On-site