Omair Shahid

Builder of 'Harness Engineering' workflows focused on making LLMs reliable and usable: develops multi-model routing, eval harnesses, and real-time visualization to connect models to production outcomes.

Competitive debater and coach with documented tournament success and leadership in high-school debate from 2010 to 2018.

Communicator and trainer who translates complex ecosystem architectures into clear outcomes for customers and internal partners, targeting AI Sales Engineering and Solutions Architecture where technical rigor meets adoption. wordpress+1

Builder and operator with product-building experience under resource constraints, including co-founding a hardware small business (Kraken Computers) and running ops/systems roles at Salma LLC. bxscience+3

Builds autonomous AI infrastructure that runs on a single NVMe machine (no cloud dependencies), emphasizing cryptographic auditability: every AI decision produces a signed receipt (Ed25519 + BLAKE3) so outcomes are provable and tamper-evident. os1221

Designs and implements multi-model deliberation and verification systems (e.g., The Court, Verdict) that treat model disagreement as signal and use adversarial debate and synthesis to improve reliability and interpretability. os1221

Develops practical tooling across the ML lifecycle—task automation (Flywheel), multimodal embeddings, memory systems (Memori DB), content recommendation (Reel Genome), and follow-list management (Prune)—demonstrating strengths in systems engineering and product-focused research. os1221