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.
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
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
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
- ▸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
- ▸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
Backend & APIs
AI Platforms & Models
Agentic AI & Frameworks
Cloud & DevOps
Generative AI & LLMs
AI Specializations
Databases & Storage
Data Engineering
Third-Party APIs
Featured Projects
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.
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.
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.
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.
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