Sagar Parmar
AI Engineer @ Amazon Prime Video | $33M/Quarter Impact | Founding Engineer | LLMs • VLMs • Computer Vision | C++ | Python | Deep Learning | 2 Patents | Ex-Samsung R&D | NIT Surat
- Role
- Ai Software Engineer 2 at Amazon
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Sagar Parmar
Building AI that ships to millions.Founding Engineer at Amazon Prime Video — building a first-of-its-kind AI platform that automates trailers, shorts, and promotional content at scale.$33M/quarter impact, assets monthly.Previously:→ Amazon FireTV: AI dev tools (hackathon winner), 6x boot performance improvement→ IBM: End-to-end LLM solutions for Government of Gujarat & banking clients→ Samsung R&D: Real-time computer vision for Galaxy S23, 2 patentsI take AI systems from 0→1 and scale them to production. LLMs, VLMs, computer vision, full-stack — I own the entire stack.2 Patents | 2 Publications | B.Tech NIT SuratLet\'s connect if you\'re building in AI.
Experience
Ai Software Engineer 2
Sep 2025 — Present · IN
Founding Engineer building Amazon\'s first-of-its-kind AI-powered video automation platform for Prime Video global content creation.• One of 5 founding engineers who architected and built the platform from ground up; scaled team to 5 engineering squads, 12 scientists, 6 PMs, and 20+ stakeholders across US, Europe, and Middle East• Driving $33M quarterly savings by automating creation of trailers, shorts, promotional assets, and monthly sub-versions across different platforms and regions• Designed end-to-end AI pipeline integrating Vision-Language Models (VLMs) for scene understanding, LLMs for content ideation, TTS for voiceovers, and face/object detection for intelligent cropping• Lead Sub-Versioning Pod: Building automated verticalization, GFX overlays, subtitle generation, and localization for different aspect ratios, channel partners, and regional variants• Own full-stack delivery: CI/CD infrastructure, ML model orchestration, production deployment, and UI components; authored multiple High-Level Designs (HLDs)• Coordinate distributed engineering teams across 3 time zones for global production rollout
Education
Sardar Vallabhbhai National Institute of Technology, Surat
Bachelor of Technology - BTech, Electronics and Communications Engineering
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