Ojas Shukla

Wrote a thesis arguing that symmetric intelligence across economic nodes - the hidden constant for 10,000 years - is breaking. Then traded it with real capital. Concentrated positions in AI supply chain bottlenecks across the US, Japan, Netherlands, Finland - EUV photomask suppliers, HBM probe cards, etching gas oligopolies. ~$6B average The alpha is the information asymmetry between AGI demand trajectory and what these suppliers price in.

Built the market making software from scratch. Autonomous agents handling high-frequency execution, inventory management, and position orchestration across Polymarket and Kalshi CLOBs. Continuous two-sided quoting across hundreds of event contracts simultaneously. Real-time Greeks, dynamic spread adjustment, on-chain settlement via Polygon. Ran the largest book on the platform before Jump Trading entered the space.

Built the operating system and data pipeline from the ground up. Hardware-agnostic OS across 7 humanoid platforms - Unitree G1/H1, Booster T1, Deep Robotics, LimX, custom rigs. 1kHz whole-body control, inverse kinematics, sub-millisecond PTP hardware sync. Synchronized multi-modal collection - vision at 30fps, proprioception at 920Hz, IMU at 1kHz, audio at 44.1kHz. 37,000+ episodes delivered, 30,000+ per month in production. 1TB+ daily across distributed H100 clusters with RDMA fabric, sub-80ms latency across 7 US cities. MediaPipe tracking, SAM3 segmentation, GPT-4o enrichment. Delivering data to Berkeley, Stanford, Citadel Securities.

4MW GPU compute operation co-located with excess industrial power across Nevada. H100 clusters in containerized racks. RTX 5080 deployments live. Partner network through Lewis family - $3B real estate portfolio, 9M sq ft industrial. Allegiant Stadium in pipeline (megawatts sitting idle 80% of the year). 300,000 sq ft facility with 4,000 amp NV Energy upgrade under development.

Open-source compiler that converts XGBoost models directly to synthesizable Verilog. Each tree becomes hardwired combinational logic - no fetch-decode-execute, just wires. Fixed-point quantization with per-feature linear scaling, runs on a $300 Xilinx Artix-7. 100% classification match with the original model.

Structured an 18-year, 250TB social data archive and a 1B+ query sports intelligence dataset into products that quant funds and AI labs can trade on. Multi-tier delivery infrastructure - raw feeds for labs, curated eval sets for startups, streaming feeds for trading desks. Enterprise pipeline serving the largest quantitative firms.

Built the full stack - petabyte-class encrypted traffic, zero-footprint data capture on edge devices with <0.3% battery impact, privacy-preserving analytics layer. Production infrastructure that later became the foundation for Gerra.

Built the full platform - backend API, distributed inference serving, client integration, multi-tenant architecture with request routing, model versioning, and SLA management. Scaled across 20,000+ businesses globally. Acquired by SAP. I was 19.

Designed and deployed Solidity smart contracts for synthetic liquidity on Ethereum. On-chain transaction batching, asset transfer verification, cryptographic custody architecture. Backed by Accel. Built in Singapore.

Built the protocol layer. Ed25519 signed experiment records, content-addressed code artifacts via SHA-256 CID, length-prefixed JSON wire protocol over TCP. Distributes autoresearch loops across a network of nodes. 11K+ views on launch.

Helped develop the initial platform - document processing, entity extraction, automated underwriting workflows. Company went on to raise $25M from CRV and Foundation Capital. Now live with 25% of the top 100 brokers in the country.

Helped develop software for the platform.

Structured and delivered alternative datasets for Citadel Securities research team. Parquet delivery to S3 with full source metadata and attribution layers.

Built an AI tool for organizational mapping across enterprise datasets. NLP entity extraction, relationship mapping, SERP discovery, automated role classification. Active inbound from enterprise clients.