Engineered the core TPStream engine using Django and AWS. Delivered automated AI media pipelines, zero-loss migrations, and low-latency real-time orchestration.
Engineered the foundation of the video hosting platform. Utilized Django for backend orchestration and AWS infrastructure—relying heavily on S3 buckets for highly durable raw storage and CloudFront CDN for edge-optimized global delivery.
Integrated Elasticsearch to enable sub-second search and metadata indexing across millions of enterprise video assets, transforming a static database into a highly responsive media library.
Built a dedicated, high-speed microservice focused exclusively on video processing. Leveraging the power of FFmpeg, it handles complex transcoding logic to convert raw ingest into adaptive multi-bitrate streams instantly.
Developed logic to extract frame-accurate preview thumbnails during the transcoding phase. Generated dynamic storyboard sprites to enable Netflix-style hover navigation within the custom player.
Implemented an automated subtitle generation pipeline using Whisper ASR. Combined this with LLMs to generate AI-powered video summaries, complete with multi-language support for global user bases.
Hardened the entire platform against piracy. Implemented dynamic AES-128 encryption and integrated Multi-DRM (Widevine, FairPlay, PlayReady) for premium enterprise content security.
Built a bespoke playback engine combining Video.js core functionality with a reactive Svelte UI wrapper. Engineered for low-latency startup, seamless adaptive quality switching, and complex multi-track audio and caption toggling.
Engineered LiveFlow orchestration and built a low-latency LiveChat environment utilizing Svelte and Django Channels (WebSockets), capable of handling massive concurrency during live broadcast events.
Architected rigorous real-time tracking systems to calculate exact storage footprint and bandwidth consumption on both a daily and monthly basis.
Leveraged the telemetry data to build a granular billing engine. It dynamically automates complex enterprise invoices based on specific usage-tier limits and overages.
Developed robust data pipelines to execute seamless migrations for enterprise clients transitioning away from competitors like Vimeo, Gumlet, and JW Player.