Video codec and quality optimization
Codec tuning, transcoding design, content-aware encoding, perceptual quality analysis, bitrate strategy, and video processing optimization across H.264, H.265, AV1, VP9, and MPEG workflows.
AI video coding and neural compression
Design and implementation of AI-enhanced encoding pipelines: neural video codecs, AI super-resolution for streaming delivery, ML-driven bitrate optimization, perceptual quality modeling, and integration of generative video models into production media workflows.
Streaming architecture and OTT delivery
Protocol selection, low-latency streaming design, adaptive buffering, packaging, CDN optimization, broadcast integration, VDI and remote desktop media delivery, and end-to-end OTT system architecture for live and on-demand media.
AI-powered media processing
Practical AI integration for scene analysis, object detection, face embedding, OCR, moderation, and quality enhancement in production media systems with strict latency and throughput requirements.
Expert-level vibe coding and AI-assisted delivery
Agent-driven software delivery at a senior-engineer quality bar — rapid translation of multimedia, systems, and AI requirements into working code. Useful for reference implementations, codec experiments, pipeline prototypes, specification-to-code translation, and accelerating diligence investigations.
Cloud media systems and cost engineering
Architecture review and redesign for distributed media pipelines, multi-tenant services, cloud deployment strategy, GPU and CPU balancing, observability, and operational cost reduction across AWS, GCP, and Azure.
GPU, SIMD, and cross-platform media engineering
Performance work across OpenGL, Vulkan, CUDA, WebGL, Intel SSE/AVX, and ARM NEON, including media frameworks that must behave consistently across iOS, Android, Windows, Linux, and embedded environments.
IP analysis, expert opinion, and M&A diligence
Technical assessment for patent portfolios, claim charts, infringement analysis, competitive technology review, expert opinion support, and multimedia-specific due diligence for legal and investment contexts.