Led technical vision and execution of an AI-first SaaS platform for mental health professionals, competing in the US market against Blueprint.ai, Upheal, and SimplePractice. (a Jhink company)
- Architected a 100% serverless platform on AWS + GCP Cloud Run with HIPAA- and GDPR-aligned infrastructure provisioned via Terraform — data residency, audit logging, encryption-at-rest/in-transit, and access controls
- Designed and built a proprietary Claude-powered agentic workflow with a custom priority-aware orchestration agent that routed, prioritized, and executed clinical tasks across the platform
- Implemented Model Context Protocol (MCP) servers powering an agentic chat experience for therapists — giving clinicians a conversational interface to navigate notes, sessions, and client context
- Built RAG-based knowledge systems for clinical content retrieval across notes, sessions, and reference material
- Designed an LLM orchestration pipeline for session recording, transcription, and document processing using Deepgram and AssemblyAI
- Adopted AI-driven development workflows (Claude Code, CodeRabbit) across the team to materially compress time-to-feature
- Pivoted from B2C (India mental health) to B2B (US clinicians) based on market validation
Stack: Python, Django, NestJS, Bun/Elysia, React + Vite, Flutter, MongoDB Atlas, PostgreSQL, GCP Cloud Run, AWS, Terraform, Claude (Agentic), Deepgram, AssemblyAI
Led engineering for a post–Series A FinTech SaaS platform serving hedge funds with multi-billion-dollar portfolios. The multimodal-extraction parallel to Parspec's document intelligence work.
- Scaled engineering team from 5 → 12 engineers across 3 time zones (India, London, US)
- Partnered with 15+ cross-functional stakeholders across product, ops, compliance, and customer success to deliver against hedge-fund customer commitments
- Materially improved document processing accuracy by combining Azure AI Vision + AWS Textract across structured and unstructured financial documents
- Reduced operational processing time through intelligent automation of repetitive extraction and reconciliation steps
- Delivered support for complex financial instruments — derivatives, structured products, multi-exchange equities and bonds
- Sustained high uptime with no major outages across mission-critical financial workflows
- Operated within a SOC 2-aligned environment for hedge-fund-grade data handling
Stack: Python, Django, Node.js, TypeScript, React + Redux, PostgreSQL, Azure AI, AWS, Docker, CircleCI
Joined as the first engineer after the CTO; helped scale a B2B PropTech SaaS to 1,000+ real estate companies across Europe — a B2B2C platform with ~5K daily active users and 20K+ daily events. The fragmented-industry parallel to Parspec's construction-supply problem: dozens of incompatible ERPs, portals, and partner systems unified into one workflow.
- Personally implemented ~50% of platform features end-to-end and was actively involved across the full product surface
- Built the full rental and sales workflow: listing & marketing, prospect/CRM management, viewing-appointment calendaring with multi-party scheduling, applicant management, digital contract execution, and property handover
- Integrated with major real estate ERP systems — SAP, Haufe, Aareon, CREM Solutions, Wowi — synchronizing master data and unifying fragmented enterprise workflows
- Connected to listing marketplaces and partner platforms — ImmobilienScout24, Immowelt, SCHUFA (credit checks), PriceHubble (valuation), Casavi
- Architected and ran a multi-cloud production stack — AWS (ECS, SQS/SNS) plus Hetzner — with leader-follower Amazon Aurora across multi-zone EU regions for data residency and resilience
- Operated within a SOC 2- and GDPR-aligned environment serving 1,000+ enterprise customers
- Delivered step-change reductions in rental-operation cycle time through automated contract processing
- Drove customer acquisition through cross-portal listing aggregation and improved retention via data-driven product iteration
- Led microservices migration from Express → NestJS across 15+ services
- Architected GraphQL federation and headless real estate portal back-end powering 1,000+ companies
- Mentored 8 engineers in TypeScript and modern architecture patterns
- Pragmatic about AI code-review tooling (e.g. CodeRabbit) — useful for single-PR signal but weaker on multi-repo refactors and end-to-end failure modes; treated it as one input alongside human review
Stack: Node.js, NestJS, GraphQL, TypeScript, React, React Native, PostgreSQL/Aurora, AWS ECS, SQS/SNS, Hetzner, Terraform, Kubernetes
Technical Product Manager · Envision Enterprise Solutions
Hyderabad, India
May 2018 – October 2019
Partnered with 15+ cross-functional stakeholders across government, industrial, and international customers to ship platforms in IIoT and port logistics, while operating within a SOC 2-aligned engineering environment.
Technical Product Manager – Rubus (IIoT)
Jan 2019 – Oct 2019
- Led product architecture for an Industrial IoT platform deployed across power generation, utilities, transportation, and sea ports
- Built robust IIoT platform integrating sensors, automation, and enterprise systems
- Delivered international projects across Dubai, Japan, and India
- Managed and motivated engineering team through challenging organizational conditions
- Introduced modern engineering practices — Jira, GitHub, CI/CD — into a traditional environment
Stack: React, NestJS, Express, TimescaleDB, InfluxDB, ArangoDB, IoT protocols
Technical Product Manager – iPortman (Port & Logistics)
May 2018 – Jan 2019
- Architected port management ERP integrations for government clients
- Worked on Yard Planning module for port operations
- Established technical standards, code quality enforcement, and resource planning
- Led hiring interviews and onboarding for engineering positions
Technology venture studio originally founded in 2015, paused during full-time roles (Envision → EverReal → Ethan.ai), and re-activated in February 2023. Currently the parent entity for Teja.
- Zmed (2016–18) — Co-founded a B2B pharmacy distribution platform; scaled to 100+ tied-up pharmacies in Hyderabad on a microservices stack (gRPC, Node.js) deployed on GCP/Kubernetes with a React Native app; hired and led 3 engineers plus ground ops.
- Earlier ventures — Siyora (B2B jewelry marketplace), One Technology / Mula / Rumor (parking + social apps for a California client, React Native, App Store + Play Store), The Smart Labs (diagnostic aggregator, Django + React), plus internal tools for Skylark Drones and others.
Stack: Django, React, React Native, Node.js, gRPC, PostgreSQL, MongoDB, Docker, Kubernetes, GCP, AWS
Co-founded a product studio building consumer and B2B applications; acted as engineering lead from inception.
- Shipped four products end-to-end: Picpil (B2B image-as-a-service, pitched to BigBasket), Jumkey (D2C jewelry e-commerce on Shopify + Django Oscar with React Native apps), Kax Card (QR/NFC identity tag with offline-first sync; authored a Couchbase Lite ORM wrapper for Android), and DriveLine (smart-city marketplace integrated with Bangalore municipality services).
Stack: Python, Django, Django Oscar, React, React Native, Kotlin/Java (Android), Couchbase Lite, Docker, Kubernetes