Full Stack & AI Engineer

Building AI Systems
That Actually Ship

I design, build, and scale AI-powered SaaS platforms end-to-end from system architecture and data pipelines to GenAI workflows and production deployments.

About Me

Full Stack & AI Engineer specializing in production grade systems for Enterprise SaaS. I take ownership of the entire lifecycle from system architecture and data pipelines to shipping Agentic Workflows that solve real business problems.

Work Experience

Software Development Engineer II

Incresco

January 2024 - Present

Architecture & Platform Engineering

  • Architected and standardized a micro-frontend architecture using Next.js, enabling independent deployment of CRM, Support, and Admin modules; reduced build times from 12 minutes to 3 minutes per module.
  • Engineered a zero-downtime ETL migration pipeline migrating 1M+ customer records and 120GB of data from vTigerCRM and Zoho with 100% data integrity across 10+ B2B client tenants through automated validation, checkpoint/resume capability, and batch processing.
  • Led system design and implementation of a custom quote-to-booking workflow with Hotel Reservation System integration, reducing sales cycle time by 40% and eliminating manual handoffs between sales and operations.

Platform & Strategic Initiatives

  • Email SaaS Platform: Led backend architecture for AWS SES based system processing 60K+ emails/month, with real-time analytics via SNS → Lambda pipeline.
  • ABDM-Compliant Healthcare System: Technical lead for compliance and integration; achieved all three ABDM milestone certifications (M1–M3) using FHIR R4 standards and blockchain-backed consent management.
  • AI Booking Agent: Designed and led production rollout of a RAG-based conversational AI using LangChain and Pinecone, handling 800+ conversations per week with measurable reduction in manual booking effort.
  • Real-Time Voice AI Platform: Built a LiveKit-based voice interaction system integrated with Google Vertex AI Gemini Live API for low-latency, AI-driven hiring and interview workflows.
  • Internal HRMS: Architected and delivered Frappe + Next.js HRMS with WhatsApp Business API integration, serving 40+ employees.

Software Engineer – Full Stack

Incresco

July 2023 - December 2023

Aceprep (Q3 2023) - AI-Powered Mock Interview Platform

  • Built Aceprep from ground up, an AI-driven interview preparation platform with personalized coaching, mock interviews, and adaptive question banks across 12 industries
  • Developed end-to-end AI feedback pipeline: implemented video capture with WebRTC, audio extraction, OpenAI Whisper integration for speech-to-text conversion, and structured feedback generation achieving 85% user satisfaction scores
  • Created role-specific interview modules with 1,000+ tailored practice questions across SDE, Product, Marketing, and Finance roles, plus live coding environment with 50+ algorithm challenges supporting real-time execution

Outreach (Q4 2023) - Omnichannel Social Media Management Platform

  • Engineered scalable architecture for Outreach, a unified platform for publishing and managing content across LinkedIn, X, Instagram, Facebook, and Google Business
  • Integrated multiple third-party APIs (Meta Graph API, LinkedIn API, Google Business API) enabling one-click cross-platform publishing with approval workflows and AI-powered content ideation
  • Developed performance intelligence dashboard for data-driven optimization, tracking 50+ engagement metrics across all connected platforms with systematized Google Reviews reply feature processing 200+ reviews/month

Software Engineer

Incresco

January 2022 - June 2023
  • Led React Native upgrade (v0.63 → v0.71) for Edvanza mobile app, resolving 30+ breaking changes and ensuring backward compatibility across 15 production modules serving 50K+ monthly active users
  • Delivered production critical features including Jobs marketplace, Career portal, and Learning Management System (LMS) across web and mobile platforms, driving 25% increase in user engagement
  • Rebuilt marketing website with Astro framework, achieving 60% improvement in page load times (3.2s → 1.3s) and 40% increase in organic traffic through SEO optimization and performance tuning
  • Introduced React Query for global state management, reducing redundant API calls by 45% and improving cache hit rates from 30% to 75% across the application
  • Implemented global search functionality and contributed to Cypress browser based testing framework, achieving 70% test coverage across critical user journeys

Software Engineer Trainee

Incresco

November 2021 - January 2022
  • Engineered the Social Module for Edvanza mobile app using React Native: Social Feeds, Discussion forum, and Network features enabling 10K+ monthly peer interactions
  • Spearheaded the development of a component architecture with 20+ reusable components for the Edvanza mobile application, ensuring code consistency and reusability while integrating REST APIs for seamless data flow across social features

Skills & Technologies

Frontend Development & Architecture

React
React Native
Astro
React Query
Tailwind
Next.js
HTML
CSS
Design Systems
Micro-frontends

Backend & APIs

NodeJS
WebSockets
Webhooks
GraphQL
OAuth 2.0
Prisma
Python
SQL
JavaScript
FastAPI

AI Platforms & Models

OpenAI (GPT-4 / GPT-3.5)
Anthropic Claude (Sonnet / Opus)
Google Vertex AI
IBM Watsonx
Hugging Face

Agentic AI & Frameworks

LangChain
LangGraph
LlamaIndex
CrewAI
OpenAI Agents SDK
Multi-Agent Systems
Agent Development Kits (ADK)
Model Context Protocol (MCP)

Cloud & DevOps

AWS Cognito
AWS SES
AWS CloudWatch
AWS Amplify
AWS AppSync
Azure App Service
AWS EC2
Azure VM
Terraform
Docker
CI/CD Pipelines

Generative AI & LLMs

Large Language Models (LLMs)
Small Language Models (SLMs)
Prompt Engineering
Embeddings
Semantic Search
Retrieval-Augmented Generation (RAG)

AI Specializations

LLM Engineering
RAG Architecture
Multi-Agent Orchestration
Context Management
Prompt Evaluation
LoRA / QLoRA (exposure)
MLOps & Observability

Databases & Storage

PostgreSQL
MySQL
Prisma ORM
Redis
Vector Databases (Pinecone, Chroma, PgVector, FAISS)
MongoDb

Data Engineering

ETL Pipelines
Data Migration
Multi-tenancy Architecture
BulkMQ

Third-Party APIs

Meta Graph API
LinkedIn API
Twitter API
Google Business API
WhatsApp Business API

Featured Projects

CleanMark

CleanMark

A web-based utility that converts URLs into clean, structured Markdown format. Extract noise-free, structured content from any URL by removing ads, navigation, and scripts while preserving formatting.

ReactNext.jsTypeScriptTailwind CSS
C

Copilot Agents – Production Multi Agent AI System

Production-grade multi-agent AI system enabling secure natural-language interaction with enterprise CRM and operations data in PostgreSQL, purpose-built for multi-tenant SaaS environments with strict tenant isolation, access control, and governance guarantees.

PythonFastAPILangGraphLangChain+5
Domain Explorer

Domain Explorer

Domain Explorer offers powerful search capabilities, in-depth insights, real-time WHOIS data, and comprehensive DNS record analysis.

ReactNext.jsTypeScriptAPIs
Ingenious Stream

Ingenious Stream

An entertainment streaming platform that aggregates live TV, radio stations, and movies from global sources into a single application with HD quality streaming.

ReactNext.jsTypeScriptTailwind CSS
NpmStats

NpmStats

Gain detailed insights into your package's download metrics, analyze size, discover similar packages, and more with NPM Stats.

ReactNext.jsTypeScriptCharts
R

Real Time Voice AI Platform – Gemini Live & LiveKit Integration

Production-grade voice AI platform for hiring and interview workflows, enabling natural, low-latency conversational interactions through Google Vertex AI Gemini Live API with LiveKit-based audio streaming.

PythonLiveKitDockerGoogle Vertex AI (Gemini Live API)+4
S

Support Chat – Real Time AI Augmented Ticketing System

Production-grade real-time support chat system combining conversational AI, ticket lifecycle orchestration, authenticated user context, and document-aware conversations.

Next.jsAzure Web PubSub (WebSocket)CopilotKitTypeScript+3

Let's Work Together

Ready to Build
Something Great?

I'm always open to discussing new projects, creative ideas, or opportunities to be part of your vision.

Let's Connect