CHN · 13.0827°N
v.2026
RSRS · Portfolio
// portfolio · 2026

Rishikesh
Swaminathan

Engineer & systems architect.

“Most of what I know came from building.”

ChennaiArchitecture & deliveryTwo stealth ventures
Rishikesh — portrait
02ABOUT
~/whoami.md

About.

I work across the stack, from architecture through deployment and monitoring. The domains vary across ML pipelines, full-stack products, trading infrastructure, and automation, but the engineering discipline holds. Design for reliability, ship on schedule, and account for what happens after launch.

My core strength is systems architecture: deciding how components fit together, where load concentrates, and what has to stay standing under pressure. Whatever the language or framework, I start from the system and build toward scale.

locationChennai, IN
focusSystem architecture & delivery
currentlyCo-founding two stealth ventures
open toArchitecture · full-stack · ML systems

//If you have a project that needs to be built to spec and shipped on time, let's talk.

./portrait.jpg4:5 · 72dpi
Rishikesh — portrait
FIG. 02 — STUDIO, CHENNAI
03WORK

Selected work.

Production systems, trading bots, and platforms shipping or in stealth. Code that holds up under load.

01 / Featured
Markets Infrastructure2026stealth

Prediction Market Platform

On-chain prediction market platform. In active development.

Web3DeFiMarkets
system_snapshot
read more→
02

PostPilot

Social Automation

Twitter and LinkedIn post automation system. Drafts, schedules, and ships content across multiple accounts.

public·2026
Node.jsJavaScriptAutomation
↗
03

Athlete Management System

Full-Stack Platform

Full-stack athlete management application. Schedules, performance tracking, and roster tooling for coaches.

public·2025
JavaScriptFull-StackSaaS
↗
04

This Portfolio

Open Source

The site you're looking at. A stubborn refusal to pick one identity.

public·2026
Next.jsTypeScriptFramer Motion
↗
05

Meme Coin Sniper

Trading Bot

High-frequency trading bot for Solana. Detects token launches in milliseconds and races safety-checked trades to the next block.

stealth·2025
SolanaPythonDeFi
→
06

Hyperliquid Trading System

Trading Infrastructure

Automated trading infrastructure for Hyperliquid perpetual markets.

stealth·2026
DeFiPythonTrading
→
07

AIDE

Agentic Document Engine

Agentic intelligent document engine. Parses, extracts, and reasons over complex documents.

stealth·2025
AI/MLPythonLLM
→
08

Knowledge Engine

Knowledge Platform

Internal knowledge platform with structured retrieval and reasoning.

stealth·2026
TypeScriptAI/MLRetrieval
→
09

Stealth EdTech Project

Platform · with co-founder

AI-driven training simulator for healthcare professionals. In development.

stealth·2025
AI/MLEdTechHealthcare
→
10

Stealth Social Platform

Marketplace · with co-founder

Marketplace platform connecting communities with activity seekers. Mobile-first, India-focused.

stealth·2025
SaaSMarketplaceMobile
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// showing 10 of 10 · the full indexVIEW FULL INDEX →
06WRITING

~/writing

// notes on engineering, systems, and the occasional crossover.
§ featuredDecember 2024·8 min read

Building Production ML Pipelines

Lessons learned from deploying machine learning models at scale, from data preprocessing to model serving.

cat building-ml-pipelines.md→
02React Performance Optimization Deep DiveNovember 2024 · 10 min read→03My Creative Process: From Idea to ExecutionNovember 2024 · 5 min read→04Next.js 14 Best PracticesOctober 2024 · 12 min read→
// 4 entries$ ls --all →