Applied AI engineer · Product builder · Founder, Siloed

I turn “someone should build this” into “try this link.”

I build AI products from the first customer conversation through architecture, implementation, evaluation and deployment. My work spans education, enterprise software and small experiments with a point of view. I care about useful products, clear interfaces and evidence that the system works.

LinkedIn · Email · Dubai / Delhi

A coding benchmark needs trustworthy tests before it can judge an agent. Python orchestration, five language environments, broken and golden controls, reproducible reports.

A job-search CRM for applications, follow-ups and the work between them. FastAPI, React and Google Cloud, with grounded AI drafts, retry-safe imports and scheduled reminders.

Accessibility repairs with evidence that they helped. Coding agents, independent scans, content-integrity checks and a human review path.

A personality quiz that shows its working. TypeScript scoring, a Python reference implementation, private local answers and browser-generated share cards.

Travel recommendations leave out how a city actually felt. Anonymous trip reports, a 3D globe, weekly reveals and a persistent database. Live app; source stays private.

Browse the public project index for smaller tools, experiments and their status.

• Khoros: led AI and analytics engineering for the IRIS AI modernization, working across a team of five engineers and a designer.
• 2 Hour Learning: helped build learning applications serving 5,000+ learners and co-developed Incept, a content-generation pipeline that saved $1M+ annually.
• Siloed: founded an AI product consultancy and delivered work for 10+ clients across finance, healthcare, SaaS and other industries.

These are contributions to professional teams and client projects. Their implementation remains private.

Start with the user's problem. Make a small version work. Measure failure cases. Improve the architecture where the evidence calls for it. Document the decisions someone else will have to live with.

My usual tools are Python, TypeScript, FastAPI, React, PostgreSQL and Google Cloud, with LLM APIs and evaluation harnesses where they earn their place. I use AI-assisted development and take responsibility for the result.

Outside work, I travel, follow interesting detours and occasionally turn them into another project.