Aditya Vikram SIngh
Bengaluru, Karnataka, India
Summary
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SeniorAditya Singh is a Forward Deployed Engineer with nine years of hands-on experience building production-grade AI and full-stack systems, currently focused on scalable generative AI and ML deployments. He has shipped end-to-end solutions from mobile on-device vision (sub-50ms inference) to enterprise RAG pipelines that cut analyst workloads by 80% and improved system accuracy to 89% with source-grounded traceability. His work includes large-scale computer vision engineering—fine-tuning YOLO on 125k+ frames, building novel recency-mask segmentation for motion-blurred ball tracking, and reconstructing 3D trajectories using ballistic physics—alongside robust data ingestion and OCR pipelines serving multilingual contracts. Comfortable bridging research, product, and deployment, he leads small teams to deliver measurable impact and repeatedly optimizes latency, accuracy, and traceability in real-world settings. Based in Bengaluru with an MS from UMass Amherst, he combines academic rigor with a habit of sharing and learning from the community.
9 years of coding experience
Github Skills (18)
react-server8
expressjs8
bank7
mongodb6
rtc6
react5
nodejs5
javascript5
ffmpeg4
flask-application3
sqlite-database2
bootstrap2
face2
webapp2
re-identification1
Programming languages (4)
Github contributions (5)
as1733/as1733.github.io
Mar 2017 - Mar 2023
Contributions:5 pushes, 1 branch in 6 years 1 month
as1733/WEBCHATS
Nov 2016 - Nov 2021
USE OF RTC FOR 1to1 PEER calling and Videoconferencing
Contributions:1 review, 7 pushes, 1 branch in 5 years
callingvideoconferencingvideoffmpeg1to1
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