Former Indian Army Captain with consulting and in-house strategy experience. I sit with the people doing the work, map how it actually runs, and then build the tool that removes the grind — document Q&A assistants, estimation automation, pipeline dashboards and reporting — using Claude, Gemini and Python.
Fixed-scope projects, usually delivered in one to four weeks, with a working demo early so you can steer.
Ask questions of contracts, tenders, policies or manuals and get answers that cite the clause. Your documents stay private.
Bids · legal · compliance · HRTake a repetitive Excel or email process — quotes, estimates, reconciliations, reports — and turn it into a tool with checks and an audit trail.
Ops · finance · procurementOne screen for a manager: pipeline, deadlines, status, alerts, plus reports that write themselves. Runs in a browser, no IT project needed.
Founders · directors · PMOsFind the three tasks where AI saves real hours, set up the prompts and tools, and train the team so it sticks.
SMEs · agencies · clinicsMap how work really flows, find the bottlenecks, write clear SOPs and the metrics to track — the groundwork any automation needs.
Operations · scaling startupsStructured desk research, market and competitor scans, and data analysis turned into decision-ready briefs and decks.
Consulting · strategy teamsEach started as a tool for a live business need. The public versions run on fictional data — try them in your browser.
Bid teams read 100-page tenders to find deadlines, penalties and submission rules — and two readers come away with two different lists.
Construction estimators price thousands of tender lines by hand: match vendor quotes, pick the lowest, apply markup, fill the client's file — and redo it every revision.
A regional director had no single view of live tenders across cities — status came from phone calls and a report typed by hand twice a day.
Most AI projects fail on adoption, not technology. I build around how your people already work.
A short call and a walkthrough of the real process, files and pain points.
A working demo on your sample data within days, not a slide deck.
Edge cases, checks, human-review steps and tests — no silent wrong numbers.
Documentation, a short training session and support while the team adopts it.
I build with AI coding tools (Claude Code, Claude and Gemini APIs) rather than from a software-engineering background — my edge is understanding the business problem and shipping something people actually use.
Built the bid pipeline console, estimation tooling and a GenAI document Q&A tool; modelled the end-to-end bid and contracts process.
Operations and supply-chain transformation; built no-code Tulip apps that roughly halved data-capture effort.
Administered 840 personnel across a 350 km area; cut leave turnaround by about 85% and raised operational readiness from 85% to 100%.
Send me a two-line description and a sample file. I'll reply with how I'd approach it, a timeline and a fixed quote. Open to freelance projects and remote roles.