Sahil Kriplani
Open to building great things

Sahil Kriplani

Software Engineer · Full Stack Developer

Full-stack engineer who ships production SaaS — React, Next.js and TypeScript on the front, Node and Python on the back. I turn ambiguous problems into shipped features: AI-powered OCR pipelines, real-time dashboards, and APIs built to scale. Currently building at TechRays Labs, and always architecting the next thing.

Ahmedabad, India
About

Engineer who ships, not just writes code

Full-stack engineer who ships production SaaS — React, Next.js and TypeScript on the front, Node and Python on the back. I turn ambiguous problems into shipped features: AI-powered OCR pipelines, real-time dashboards, and APIs built to scale. Currently building at TechRays Labs, and always architecting the next thing.

I care about the boring parts that make products real: query indexing that cuts latency, CI/CD that ships without downtime, and tests that let you refactor without fear. Outside of work I'm deep in DSA, system design, and building my own products.

Currently

TechRays Labs Pvt. Ltd.

Focus

Full-stack SaaS · AI workflows

Education

B.Tech in Computer Science Engineering

Based in

Ahmedabad, India

~92%

OCR extraction accuracy

~40%

API latency reduced

~30%

Faster page loads

5+

Integrations shipped

ReactNext.jsTypeScriptNode.jsPythonFastAPIPostgreSQLMongoDBRedisDockerAWSTailwindLaravelGitHub ActionsWebSocketsReactNext.jsTypeScriptNode.jsPythonFastAPIPostgreSQLMongoDBRedisDockerAWSTailwindLaravelGitHub ActionsWebSockets
What I Do

End-to-end engineering, built to ship

From the first wireframe to the production deploy, I work across the whole stack — turning ambiguous ideas into products that scale and stay maintainable.

01

Full-Stack Product Engineering

Designing and shipping production SaaS end-to-end — React/Next.js front ends wired to typed APIs, with the polish users feel and the architecture teams can maintain.

  • React, Next.js & TypeScript UIs with reusable design systems
  • Server components, code-splitting & memoisation for speed
  • Accessible, responsive interfaces that ship fast
02

Backend & APIs

RESTful microservices and data layers built to scale — auth, integrations, and the unglamorous reliability work that keeps products up.

  • Node.js / Express & Python / FastAPI services
  • JWT / OAuth2 auth across 5+ third-party integrations
  • PostgreSQL & MongoDB schema design and query optimisation
03

AI-Powered Features

Turning models into product — OCR pipelines, RAG assistants and AI workflows wired into real user flows, not demos.

  • OCR extraction pipelines (~92% field accuracy)
  • RAG over vector DBs with grounded, cited answers
  • LLM features wired into production UX
04

DevOps & Deployment

Ship continuously and sleep at night — Dockerised CI/CD, cloud infra and zero-downtime releases.

  • AWS (EC2, S3, RDS) & Azure deployments
  • Dockerised GitHub Actions CI/CD pipelines
  • Nginx, monitoring & zero-downtime releases
Skills

The stack I build and ship with

Tools I reach for daily — and the ones I'm actively leveling up. Hover any row to pause it.

Frontend

ReactNext.jsTypeScriptTailwind CSSZustandReduxContext APIJestVitestWebSocketsReactNext.jsTypeScriptTailwind CSSZustandReduxContext APIJestVitestWebSocketsReactNext.jsTypeScriptTailwind CSSZustandReduxContext APIJestVitestWebSocketsReactNext.jsTypeScriptTailwind CSSZustandReduxContext APIJestVitestWebSockets

Backend

Node.jsExpress.jsPythonFastAPILaravelREST APIsMicroservicesJWT / OAuth2Node.jsExpress.jsPythonFastAPILaravelREST APIsMicroservicesJWT / OAuth2Node.jsExpress.jsPythonFastAPILaravelREST APIsMicroservicesJWT / OAuth2Node.jsExpress.jsPythonFastAPILaravelREST APIsMicroservicesJWT / OAuth2

Databases

PostgreSQLMySQLMongoDBRedisPostgreSQLMySQLMongoDBRedisPostgreSQLMySQLMongoDBRedisPostgreSQLMySQLMongoDBRedis

DevOps & Cloud

AWS (EC2, S3, RDS)AzureDockerGitHub ActionsNginxAWS (EC2, S3, RDS)AzureDockerGitHub ActionsNginxAWS (EC2, S3, RDS)AzureDockerGitHub ActionsNginxAWS (EC2, S3, RDS)AzureDockerGitHub ActionsNginx

Currently Learning

AI / MLLLMsDSALLDHLDGoAI / MLLLMsDSALLDHLDGoAI / MLLLMsDSALLDHLDGoAI / MLLLMsDSALLDHLDGo
Projects

Things I'm building

A growing suite of products — from a personal productivity OS to real-time and AI systems. Some are live, the rest are inbound.

LifeOS — Operating System for Self

In Progress

A single command center for your life. It unifies habits, goals, health, finances and learning into one signal, then turns that signal into AI weekly reviews that surface what actually moved the needle — so you optimise yourself like you'd optimise a product.

Next.jsFastAPIMySQLGoogle SSO

SyncRoom

Coming Soon

Real-time collaboration engine — Google Docs / Notion style. Live cursors, presence, commenting and conflict resolution over WebSockets.

Next.jsWebSocketsNode.jsRedis
--D
--H
--M
--S

Quantum Queue

Coming Soon

Distributed job-processing engine for background workflows — email sending, image and video jobs — with retry logic and a monitoring dashboard.

Node.jsRedisBullMQDocker
--D
--H
--M
--S

Echo AI

Coming Soon

AI knowledge assistant for companies — upload docs, get grounded answers. RAG over a vector DB with a chat UI and admin dashboard.

Next.jsPythonVector DBLLMs
--D
--H
--M
--S

Nexus Commerce Engine

Coming Soon

Event-driven mini-commerce backend — order pipeline, inventory updates and notifications via an internal event bus, microservices-style.

Node.jsEvent BusPostgreSQLDocker
--D
--H
--M
--S

Professional Work

Production systems shipped at TechRays Labs. Code is under NDA, so these are described rather than linked.

AI-Based Invoicing & Billing Platform

Live

End-to-end multi-tenant SaaS invoicing platform. OCR-based AI extraction auto-populates invoice fields (~92% accuracy), cutting generation time from ~8 min to under 30s. Normalised PostgreSQL schema with RBAC and real-time financial dashboards.

ReactNode.jsPostgreSQLOCRAWS
Company project · confidential under NDA

AI-Powered Social Media Automation Tool

Live

Content automation platform with AI post generation and cross-platform scheduling (~60% less manual effort). Real-time engagement tracking over WebSockets, Redis-cached data pipelines cutting dashboard load ~50%.

ReactNode.jsREST APIsRedisWebSockets
Company project · confidential under NDA
Journey

Experience & Education

Programmer Analyst — Full Stack Engineer

Dec 2024 — Present

TechRays Labs Pvt. Ltd. · Ahmedabad, India

  • Shipped the invoicing module from zero to production within 3 months of joining — used daily by finance teams.
  • Built full-stack SaaS features (React, Next.js, TypeScript), improving page-load performance ~30% via code-splitting and memoisation.
  • Designed RESTful microservices (Node.js, Express) with JWT/OAuth2 auth across 5+ third-party integrations.
  • Optimised PostgreSQL & MongoDB schemas and indexing — cut average API latency ~40% under peak load.
  • Deployed on AWS (EC2, S3, RDS) and Azure with Dockerised CI/CD (GitHub Actions) for zero-downtime releases.

B.Tech in Computer Science Engineering (AI / ML)

2021 — 2025

ITM (SLS) Baroda University

Contact

Let's connect

Building something interesting, hiring, or just want to talk shop? Drop a line — I read every message.