TurboTax for safety certification — live ISO 26262 docs from a system description.
TurboTax for safety certification — structured, traceable ISO 26262 docs from a system description.
certusai.dev ↗Founder of Certus AI. I also work on compilers, kernel debug, and distributed HPC — mostly performance, correctness, and getting code to run on real clusters.
Outside the terminal: , , and content as @rollingwithabhi. Open for TLDR + beliefs.
M.S. in Artificial Intelligence (Thesis) & B.S. Computer Science (AI), Minor in Finance — Oregon State University, expected June 2026.
Research Advanced Computing, Oregon State University
Secured a $1M joint research grant from AMD and IBM for heterogeneous GPU compiler tech. Published compiler research enabling ROCm cross-compilation to x86. Led a team to SC25, placing top 3 of 50+ teams in the IndySCC student cluster competition.
University of Washington
Built multi-turn synthetic QA generation for NVIDIA NeMo and deployed LLaMA-3 70B and Mistral inference via vLLM on NVIDIA H200 clusters — production RAG pipelines on a 50-node, 20TB system for 20+ staff.
College of Earth Science, Oregon State University
Presented a physics-based digital twin of data centers at Supercomputing '24 using NVIDIA Omniverse and Isaac Sim. Wrote LLVM passes, kernel optimizations, and custom backends — a 30% boost to ML and data processing performance.
Oregon State University
Automated SLURM RPC and disk-usage monitoring, adopted by 100+ users daily across OSU's HPC. Benchmarked NCCL and MPI to land 20% faster collective communication and 15% higher memory throughput.
TurboTax for safety certification — structured, traceable ISO 26262 docs from a system description.
certusai.dev ↗ Featured project MockiMulti-agent AI interview coaching with an adaptive NVIDIA NIM-backed interview loop.
mocki.dev ↗Describe your system. Certus generates structured, traceable, standard-compliant safety documentation — and flags anything that needs human review. Live wedge: ISO 26262 automotive functional safety (HARA, safety goals, safety concept), with expansion into ISO 21434, IEC 62304, DO-178C, and more.
Coordinator → Interviewer → Evaluator → Report Generator, adaptive difficulty via the NVIDIA NIM API. 1st place, NVIDIA Nemotron track at BeaverHacks 2026 (RTX 5070 prize), out of 50+ teams.
A football scouting surface from the Mocki ecosystem, built as a polished public product experience for roster discovery and player intelligence.
Configuring ROCm for compatibility with the IBM POWER9 architecture, enabling CUDA code to run on AMD GPUs via HIPify.
A from-scratch programming language implementation, with an educational guide walking through modern compiler techniques.
A GenAI-powered assistant for academic research, using InterSystems IRIS vector search to surface and cite relevant papers.
Scaled embedding generation to 235K embeddings from 65K Wikipedia articles using PyTorch DDP across multi-GPU nodes.
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If you are building compilers, GPU systems, or where HPC meets AI, I am listening.
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Same energy in the water, the sky, and behind a camera — calculated risk, presence, and storytelling.
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