Hi, I'm Yash — I build with craft.

Bringing the Marengo and Pegasus video AI models to customers — designing integrations that turn multimodal video understanding into production features.

• Marengo & Pegasus video AI
• Customer integrations
• Multimodal video understanding

Owned resilient VOD and LIVE content delivery and the media orchestration platform — from multi-CDN failover to the microservices and tooling that power it.

• Multi-CDN failover (AWS + Akamai)
• End-to-end media orchestration WebApp
• FastAPI · DynamoDB · MongoDB · Istio · OpenTelemetry
• VOD-to-LIVE via AWS Channel Assembly
• M3U8 linter · multi-language subtitles · notification system
• Dashboards: CloudWatch, Datadog, NPAW

Built and led work on Samsung TV Plus — the OTT/VOD and linear streaming platform — across the full AWS Elemental media stack, while managing a distributed engineering team.

• Samsung TV Plus OTT/VOD & linear channels
• AWS Elemental: MediaConvert, MediaLive, MediaPackage, MediaTailor
• Automated EPG, FFmpeg VOD ingest, DRM (HLS CMAF/DASH + SSAI)
• Launched channels across 9 global regions
• Led a team of 8 (US + India) + QA/tech-ops
• DevOps: Docker, Kubernetes, AWS EKS, GraphQL

Volunteered on multi-language VOD delivery — building multi-audio tracks and MediaConvert stitching workflows on JW Player.

• Multi-audio VOD via JW Player
• MediaConvert workflows
• DVR exploration

Built an interactive dashboard visualizing Indiana education and workforce data for the IN-MaC initiative, pairing UX research with D3.js.

• D3.js data visualization
• UI/UX & qualitative research
• Workforce data dashboard

Worked on autonomous-vehicle agents using machine learning and computer vision.

• Machine learning
• Computer vision