MBA operator who writes production code — strategy and execution from one person. I help startups and growing businesses ship software, deploy AI, and make technology decisions measured in revenue, not features.
Client Outcomes
Startup recognized by the Ministry of Commerce & Industry · Directed MeitY AI/ML Empanelment response · International Gold Medal of Distinction
Ex-Director & Co-Founder of a stealth AI startup and holder of the International Gold Medal of Distinction, now an independent consultant and open-source author — one person who understands your problem, designs the solution, builds it, and secures it.
I co-founded and ran an AI startup for two years — scaled it from concept to Government-of-India (DPIIT) recognition and a VC acquisition of its AI systems and infrastructure IP, leading a cross-country 16-member team and serving 200K+ users across edtech, retail, and economy.
Underneath the P&L sits deep technical work: billion-parameter AI systems built end to end, a quantitative trading stack scaled to ₹440+ crore in traded volume, and two published books. I'm sharpening the operator side with an MBA at IIM Raipur, a Postgraduate AI & ML program at UT Austin (McCombs), and an MSc in Financial Engineering at WorldQuant University.
By Ministry of Commerce & Industry
Four practice areas, one consultant — software that ships, automation that pays for itself, security that holds up, and strategy with no sales pitch behind it.
Full-stack web applications, APIs, and internal tools — built to be maintained, not just launched. Clean architecture, tested code, documented handover.
Learn MorePut LLMs and automation to work on your actual bottlenecks: document processing, customer support triage, data pipelines, and workflow automation that pays for itself.
Learn MoreSecurity reviews of your applications and infrastructure, hardening of authentication and access control, and practical remediation plans your team can actually execute.
Learn MoreStack selection, architecture reviews, build-vs-buy decisions, and technical due diligence — grounded in quantitative modeling and data-driven decision support, with no vendor commissions behind it.
Learn MoreThree highlights across AI security, quantum finance, and quantitative research. Full case studies — with the numbers — are on the portfolio page.
Open-source security testing for AI agent systems — model, tools, memory, and planning loops, not just prompts. 130+ built-in attack scenarios mapped to the OWASP Top 10 for Agentic Applications, sandboxed tool backends, LangGraph and MCP coverage, and SARIF output for CI/CD.
Open-source framework for quantum-enhanced quantitative finance: 159 modules, 14 subpackages, and 11 backends from Qiskit to D-Wave. Every quantum algorithm ships alongside the best classical solver for head-to-head benchmarking — QAOA and VQE portfolio optimization, six QAE option-pricing variants, quantum VaR, and 8 error-mitigation strategies.
Probabilistic expiry and volume models for NIFTY derivatives, validated with Brier score and MSE. Trading volume scaled at 124% CAGR to ₹440+ crore in total.
Full case studies — with the numbers behind them — live on the portfolio page, and the published books and paper are on the research page.
Certifications behind the practice — alongside an International Gold Medal of Distinction and AIR-1 & 99.9 percentile finishes in competitive exams.
IBM
McKinsey & Company
Process improvement certification
Professional certification
Professional certification
Tell me what you're trying to build, automate, or secure. I reply to every serious inquiry within 24 hours — the first consultation is free, and I work on a project or retainer basis.