v21 · public beta

Suyash Kansal

Building software that thinks.

Back to Player

Global AI sports platform — solo build, initial launch in Delhi

Charge it up

A smart platform that helps electric vehicle owners find the best charging station and charging time to save time, money, and reduce waiting.

team build

Job Ninja

AI copilot compressing job applications from 30 minutes to under 5

shipped

Nidaan

Agentic civic-issue platform — citizen report to assigned worker in seconds

hackathon

The Curious Cousins

Product Design Lead — Built AI systems and workflows

2025

Back to Player

Global AI sports platform — solo build, initial launch in Delhi

pre-launch

Charge it up

A smart platform that helps electric vehicle owners find the best charging station and charging time to save time, money, and reduce waiting.

team build

Job Ninja

AI copilot compressing job applications from 30 minutes to under 5

shipped

Nidaan

Agentic civic-issue platform — citizen report to assigned worker in seconds

hackathon

The Curious Cousins

Product Design Lead — Built AI systems and workflows

2025

01 / PROJECTS

Projects that shipped, with the numbers to prove it.

Pre-launch

Back to Player

Global AI sports platform — solo build, initial launch in Delhi

Matchmaking, coach booking, payments and AI swing analysis, built end to end solo. OpenCV and MediaPipe extract 3D joint landmarks, NumPy scores them against pro benchmarks, Gemini turns the numbers into coaching. When Gemini fails, a rule-based model takes over — users never see an error.

Key Metric

Built for real players, not demos · Designed to scale from day one

Technical Highlights

CV PipelineOpenCV & MediaPipe 3D Joint Pose Tracking

Scoring ModelNumPy Vector Cosine-Similarity vs Pro Benchmarks

AI AnalysisGemini 1.5 Pro Coaching Feedback Generator

Error HandlingDeterministic Rule-Based LLM Fallback Gate

React Native
FastAPI
PostgreSQL/PostGIS
MediaPipe
Gemini

Team Build

Charge it up

A smart platform that helps electric vehicle owners find the best charging station and charging time to save time, money, and reduce waiting.

Urgency-ordered greedy assignment under transformer headroom, charger power caps and battery-range feasibility — deterministic and reproducible in tests. Compiled into a native Python module so FastAPI optimizes in-process; Redis snapshots and pub/sub keep dashboards pure renderers, and a dead cache degrades the UI, never the API.

Key Metric

sub-millisecond optimization calls via pybind11

Technical Highlights

Optimizer CoreC++ & pybind11 Native Multithreaded Solver

Resource LimitsTransformer Headroom & Charger Power Allocator

State BrokerRedis Snapshot & Pub/Sub Dashboard Sync

Degradation ModeDead Cache Fallback Prevents Core API Blockage

C++
pybind11
FastAPI
Redis
Docker

Shipped

Job Ninja

AI copilot compressing job applications from 30 minutes to under 5

Scrapes five job boards, scores resumes against descriptions with ATS feedback, auto-tailors Typst resumes in a live side-by-side editor and drafts recruiter outreach. Layered architecture with every external boundary — LLM, email lookup, scrapers — behind a single dependency-injection seam, so the whole system is mockable.

Key Metric

103 offline tests in <10s

Technical Highlights

Scraper ServiceConcurrent HTML Scraping for 5 Major Job Boards

Matching ModelATS Keyword Scoring & Semantic Profile Alignment

PDF CompilerTypst CLI Engine Generating PDF (<300ms)

Test Suite100% Mockable Mock-Injected Dependency Boundaries

FastAPI
React 19
Gemini
SQLite
Typst

Hackathon

Nidaan

Agentic civic-issue platform — citizen report to assigned worker in seconds

An event-driven state machine runs the full ticket lifecycle: AI visual triage, weighted reverse auction, contractor assignment and simulated escrow payout. A triple-lock verification gate — image comparison, GPS match, citizen proximity — blocks fraudulent completions, and a SHA-256 hash-chained ledger keeps history tamper-evident.

Key Metric

report → assigned worker in <5s

Technical Highlights

Workflow LogicEvent-Driven Ticket State Lifecycle Machine

AI TriageGemini Vision Classifier for Instant Civic Routing

Ledger SecuritySHA-256 Hash-Chained Database Lock

Verification GateImage Comparison & GPS Proximity Validation

Node.js
Cloud Firestore
Gemini
Google Maps API

Still early — already shipping✦Still early — already shipping✦Still early — already shipping✦Still early — already shipping✦Still early — already shipping✦Still early — already shipping✦

Design for failure first

Backpressure, idempotency, graceful degradation, privacy by default. The unhappy path is the product — the happy path is just the demo.

HTTP 429 shed · HMAC + constant-time compare · RLS by default

Measure everything

Latency, memory, cost, test speed. A claim without a number is a rumor.

5–15s pipeline · sub-ms calls · 103 tests <10s

Understand one layer deeper

Use the API, then read the paper. Use the framework, then read its source.

Ship, then judge

Opinions about unbuilt things are worthless. Build the smallest real version first.

Slope over intercept

Where you start matters less than your learning rate. Protect the learning rate.

Compound in public

Work nobody can see might as well not exist. Default to visible.

03 / SKILLS

package.json for a person.

Versions are mileage, not marketing. Click on file explorer tabs and inspect dependencies.

suyash-kansal ~ workspaceManifest

Node v21

WORKSPACE

📁 suyash-kansal

⚙️package.json

tslanguages.ts

tsbackend.ts

tsxfrontend.tsx

pyai_engine.py

ymlinfra.yaml

{

"name": "suyash-kansal",

"version": "21.0.0",

"dependencies": {

: "^2.4.0",

: "^2.8.0",

: "^1.6.0",

: "^1.9.0",

: "^2.2.0",

: "^1.8.0",

: "^2.0.0",

: "^1.5.0",

: "^1.2.0",

: "^2.3.0",

: "^2.1.0",

: "^2.0.0",

: "^2.5.0",

: "^1.7.0",

: "^1.8.0",

: "^1.9.0",

: "^2.0.0",

: "^1.3.0"

}

TERMINAL

suyash-kansal$

suyash-kansal-OS

UTF-8TypeScript JSX

04 / JOURNEY

Life, as release notes.

Major version = age at the time.

v21.0.02026build
Rebuilt this site as a living system
- Designed as a product, not a portfolio.
- Ships with a changelog instead of trophies — you're reading it.
v20.8.02026milestone
Nidaan — a platform in a weekend
- Hackathon build: agentic civic-issue resolution with escrow and audit ledger.
- Proof that scope discipline beats headcount.
v20.6.02026build
Back to Player — a full product, built solo
- Matchmaking, coach booking, payments, AI swing analysis — one person, end to end.
- Hardened payments against webhook chaos; made user locations non-triangulatable.
- Pre-launch in Delhi.
v20.5.02026build
Charge it up — the C++ deep end
- Wrote the assignment engine in C++, bound it to Python at sub-millisecond cost.
- Learned: the cache is optional, the safety invariant is not.
v20.4.02026build
Job Ninja — 103 tests and one DI seam
- Refactored a flat prototype into a layered, fully mockable architecture.
- Chose reliability over fragile automation — no ban-prone scripts.
v20.0.02025work
Product Design Lead — The Curious Cousins
- Built AI systems and workflows.
- Automated campaign operations and reporting for a live client base; cut manual work 40–60%.
- Turned vague requests into scoped, shipped internal tools.
v19.1.02024life
Enrolled — B.Tech, Punjab Engineering College
- JEE Main: 98 percentile.
- Decided early: the degree is the floor, not the ceiling.
v18.0.02023milestone
v18 — initial public release
- Legally an adult. Shipped with curiosity enabled by default.
- Known issues: impatient with slow systems. Won't fix.

NOW

probably achieved by the time you are reading this

Initial launch Back to Player in Delhi
Pre-launch > real users on court.
Strengthen DSA & CS fundamentals along with system design
The grind under everything else.
Ship weekly, write monthly
Consistency over polish.

probably working on them by time you are reading this

Internship at a serious engineering org
Optimising for who I learn from, not the logo.
Build AI services that gives startups an unfair advantage
Back to Player: scale it globally

SOMEDAY

probably we can achieve these together

Found a company worth a decade
The long game. Everything above compounds toward this.
A product with 10,000 real users
A network with the smartest brains out there

04 / JOURNEY

Life, as release notes.

Major version = age at the time.

→Scroll down to travel timeline

v21.0.02026build

Rebuilt this site as a living system

Designed as a product, not a portfolio.
Ships with a changelog instead of trophies — you're reading it.

v20.8.02026milestone

Nidaan — a platform in a weekend

Hackathon build: agentic civic-issue resolution with escrow and audit ledger.
Proof that scope discipline beats headcount.

v20.6.02026build

Back to Player — a full product, built solo

Matchmaking, coach booking, payments, AI swing analysis — one person, end to end.
Hardened payments against webhook chaos; made user locations non-triangulatable.
Pre-launch in Delhi.

v20.5.02026build

Charge it up — the C++ deep end

Wrote the assignment engine in C++, bound it to Python at sub-millisecond cost.
Learned: the cache is optional, the safety invariant is not.

v20.4.02026build

Job Ninja — 103 tests and one DI seam

Refactored a flat prototype into a layered, fully mockable architecture.
Chose reliability over fragile automation — no ban-prone scripts.

v20.0.02025work

Product Design Lead — The Curious Cousins

Built AI systems and workflows.
Automated campaign operations and reporting for a live client base; cut manual work 40–60%.
Turned vague requests into scoped, shipped internal tools.

v19.1.02024life

Enrolled — B.Tech, Punjab Engineering College

JEE Main: 98 percentile.
Decided early: the degree is the floor, not the ceiling.

v18.0.02023milestone

v18 — initial public release

Legally an adult. Shipped with curiosity enabled by default.
Known issues: impatient with slow systems. Won't fix.

NOW

probably achieved by the time you are reading this

Initial launch Back to Player in Delhi
Pre-launch > real users on court.
Strengthen DSA & CS fundamentals along with system design
The grind under everything else.
Ship weekly, write monthly
Consistency over polish.

probably working on them by time you are reading this

Internship at a serious engineering org
Optimising for who I learn from, not the logo.
Build AI services that gives startups an unfair advantage
Back to Player: scale it globally

SOMEDAY

probably we can achieve these together

Found a company worth a decade
The long game. Everything above compounds toward this.
A product with 10,000 real users
A network with the smartest brains out there

( keep scrolling )

05 / SAY HELLO

The interesting version of this site is the next one.

The channel's open. I reply to humans, fast.

Projects that shipped, with the numbers to prove it.

Back to Player

Charge it up

Job Ninja

Nidaan

Design for failure first

Measure everything

Understand one layer deeper

Ship, then judge

Slope over intercept

Compound in public

package.json for a person.

Life, as release notes.

Rebuilt this site as a living system

Nidaan — a platform in a weekend

Back to Player — a full product, built solo

Charge it up — the C++ deep end

Job Ninja — 103 tests and one DI seam

Product Design Lead — The Curious Cousins

Enrolled — B.Tech, Punjab Engineering College

v18 — initial public release

Life, as release notes.

Rebuilt this site as a living system

Nidaan — a platform in a weekend

Back to Player — a full product, built solo

Charge it up — the C++ deep end

Job Ninja — 103 tests and one DI seam

Product Design Lead — The Curious Cousins

Enrolled — B.Tech, Punjab Engineering College

v18 — initial public release

Let's build

The interesting version of this site is the next one.