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Ideas Don'tShip Themselves

So I build them. Web apps, AI products, automation.

WorkingDataclap — data annotation, since Jun 2024
BuildingLetsCook — web, AI agents, automation
TrainedB.E. Electronics — then taught myself software

My Stack

Everything I have shipped with. From the first line of a component to a model answering in production.

What I want to build

AI ProductsAI AgentsSaaSDeveloper ToolsRAG SystemsAutomationBuilding MVPsProduct BuildingStartupsTurning Ideas Into ProductsAI ProductsAI AgentsSaaSDeveloper ToolsRAG SystemsAutomationBuilding MVPsProduct BuildingStartupsTurning Ideas Into Products

Selected Work

Four things I built end to end — the problem each one solves, and the part that was actually hard.

aegis

Aegis

Shipped

01AI personal assistantShipped · 2026

Aegis

Tell it your day in plain English — typed or spoken — and it does the organising.

Most productivity apps fail because using them is itself a chore. Every task means tapping, typing, picking a date, choosing a category. Aegis inverts that: you talk, it structures.

  • Natural-language capture — one sentence becomes three dated tasks
  • RAG question answering grounded in your own tasks, habits and diary
  • Habit tracking with a seven-day grid and momentum status
  • A 7 AM digest email built by a cron job with per-user error isolation

The hard partIsolating the AI behind a service layer. When one provider's free tier turned out to have zero quota, swapping the whole thing out was a five-line change in a single file — and when a model was later retired, moving its name to an environment variable meant no redeploy at all.

ReactViteNodeExpressMongoDBGroqJWTWeb Speech API
fitlog

Fitlog

Shipped

02Fitness tracker with an AI coachShipped · 2026

Fitlog

Workout logging, training plans and a coach that has actually read your history.

Generic fitness advice is useless because it knows nothing about you. Fitlog's coach is handed your real logged workouts, your goals and your level before it answers anything.

  • Interactive SVG muscle map with an exercise breakdown per group
  • Workout flow — filter by muscle, log sets and reps, rest timer, save
  • Seven-day plan builder with muscle coverage per day
  • Achievements that unlock from real data, never from a counter

The hard partShipping a single-page app on GitHub Pages, which serves static files and knows nothing about client routes. HashRouter and a custom base path were the price of free hosting.

React 18ViteFirebase AuthFirestoreFramer MotionGemini API
gcc

GCC Finance

Shipped

03Freelance — cricket clubShipped · 2026

GCC Finance

Replaced a club's spreadsheets and WhatsApp threads with one live ledger.

Golden Cricket Club tracked member payments, dues and expenses across spreadsheets, chat messages and cash notes. Nobody could answer what the club actually had. Now every member sees the same number from their phone.

  • Live balance, collection against expenses, monthly flow
  • Squad view — payment status and history per member
  • Category-wise expenses with month filters
  • Admin panel for payments, rates, members and carry-over

The hard partThe year rollover. On the first of January the app has to create next year's document, carry the closing balance forward and copy every member across — without anyone doing anything, and without touching the previous year's record.

React 19ViteFirebase FirestoreReact RouterVercel
corpus

Corpus

Building

04Personal financeBuilding · 2026

Corpus

Money has three motions. Most apps track two. Corpus tracks all of them.

Salaried, freelance and founder income behave nothing alike, and the same person is often all three. Corpus tracks what comes in, what goes out and what grows — and answers one honest question: what can I actually spend today.

  • Safe-to-Spend — one number, after bills, tax set-aside and savings
  • Income streams modelled separately from expenses
  • Investments tracked alongside, not in a different app
  • One codebase running as Android, iOS and web

The hard partChoosing structure before features. Every component paired with its own styles file, one central design system, a strict screens and services split — done up front, on a project that is still being built.

TypeScriptReact NativeExpoExpo RouterFirebase AuthFirestore

From Circuits To Code

2020Where it started01 / 04

Electronics

Four years of circuits, signals and embedded systems. I learned how things work at the level below the software.

B.E. ECE · Nandha Engineering College

2022The turn02 / 04

Software caught me

Somewhere in the middle of the degree, code got more interesting than boards. Nothing about that has changed since.

Self-taught

2024Then work03 / 04

Dataclap

Graduated at 8.1 CGPA and started in June, working in data annotation. The projects kept happening after hours.

Dataclap Digital Ventures

2026And now04 / 04

Let's Cook

A technology company built with a team, alongside the day job. Websites, mobile apps and AI — for real clients.

Let's Cook Technologies

Where that leaves meStill learning.Still experimenting.Still shipping.
Company · 2026 — present

Let'sCook

Build Beyond Ideas

A technology company I build with a team, alongside my full-time work. Websites, mobile apps and custom applications — for businesses, startups and students.

I work across the stack on it — front end, APIs, and the AI pieces.

01

Websites

Modern sites built to be used, not just launched.

  • React and Next.js front ends
  • Node and Express APIs behind them
  • Deployed, monitored, iterated
02

Mobile Apps

Android and iOS, from one codebase where it makes sense.

  • React Native and Expo
  • Native APIs when the platform demands it
  • Shipped to real devices, not simulators
03

AI Agents

Systems that take an instruction and carry it through.

  • LLM integration against real data
  • Retrieval so answers stay grounded
  • Multi-step tool use, not single prompts
04

Automation

The work nobody should be doing by hand any more.

  • Workflow pipelines in n8n
  • Scheduled jobs and digests
  • Systems that talk to each other
05

SEO

Being findable, from the markup upward.

  • Semantic structure and metadata
  • Performance as a ranking input
  • Content that answers real queries
Contact

Got something worth building?

An idea, an opportunity, or a problem you think software can solve. Tell me what you are trying to do.

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Directlogeshlogesh093@gmail.com
Based inTamil Nadu, India
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