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

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