Fractional CTO & Advisory
Strategic roadmapping, organizational design, and technical leadership for AI initiatives and platform investments.
I help CEOs and CTOs deliver and de-risk AI initiatives, scale engineering, and turn ambiguous ideas into shipped software. Currently CTO at Jeavio (US–India).
How I work
Small bets, fast loops, and clear specs. I pair product sense with hands-on engineering to land outcomes, not demos.
- De-risk AI Projects: Guardrails, evals, observability
- Architect for Change: Simple, composable services
- Ship Rapidly: Measure, learn, iterate
Now: Helping product and engineering teams turn AI concepts into reliable features in production.
Focus: Architecture that bends without breaking, safety-by-default, and developer velocity.
Collaborations: Limited availability for architecture reviews, roadmap critiques, and rapid prototyping.
What I do
AI Product Acceleration
Turn AI concepts into working products in weeks, not months. I handle the technical complexity while you focus on the business impact.
Rapid Product Ideation and Development
I work with clients to define their vision, determine key experiments, and help test and validate ideas through practical prototypes.
Selected Work
A few representative projects
Leading Mental Health Company — Agentic companion MVP
Built a therapeutic chat prototype with graph-based memory and context management to support safe, personalized experiences.
- Worked with the C-Suite to define the product vision
- Delivered MVP in 4 weeks
- Multi-agent, safety aware architecture incorporating retrieval, memory, and context management
Agentic workflows Knowledge graphs Evals
Seed-stage Startup — Fan engagement platform
Re-platformed app powering major NFL activations (e.g., Super Bowl events) with reliable content delivery at scale.
- Product Management
- System Architecture
- Performance & Cost Optimization
Architecture Product Management Scaling
Jeavio's Adapt Platform
Created Jeavio's RnD and applied AI practice. Built Adapt, Jeavio's LLM-powered knowledge management and project delivery platform.
- Content pipelines & retrieval patterns
- Prompt libraries & guardrails
- Measurable productivity improvements
RAG Embeddings Observability
Experience snapshot
CTO — Jeavio
2018–Present · AI practice, rapid application delivery
Fractional CTO — eCare Vault
2020–Present · HIPAA-compliant workflows inside MS Teams
CTO — SentiSum
2017–2018 · NLP for customer support insights
FX Technology Lead — RBC Capital Markets
2014–2017 · Ultra-low-latency pricing systems
Engineer — BTMU, Morgan Stanley, Citigroup
2006–2014 · Front-office engineering
About
I lead at the intersection of product strategy and applied AI, with 20+ years across startups and global finance. I favor spec-first development, small iterative releases, and measurable outcomes. I'm currently focused on practical LLM use in production: retrieval, agent workflows, graph memory, and safety guardrails.
Community: building an AI developer ecosystem in Vadodara, mentoring PMs/POs, and giving talks on "thinking like an AI developer." Based in the Washington, DC area.