Work

Almost a decade of shipping products and leading teams. The last few years have been mostly AI systems, built from India through BigCircle and on partner engagements.

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BigCircle

2022 – Present

The studio I founded in 2022. The work below is what I've led and shipped through it: production AI systems on products of my own and on partner engagements.

Projects and partnerships

  1. 2025

    Nurix.ai

    AI Engineering Lead (Contract)

    Anyteam · Accel-backed

    Cross-platform desktop AI sales companion. Electron client with local Whisper inference for low-latency meeting transcription, plus a cloud STT fallback for resilience. LangChain + LlamaIndex companion with pgvector RAG over product knowledge, competitor intel, and playbooks. Reflection loops, context compression, Langfuse evals.

    • Electron
    • Whisper
    • LangChain
    • LlamaIndex
    • pgvector
    • Langfuse
  2. 2025

    UBIK

    AI Systems Architect

    Antler Malaysia-backed

    Multi-agent workflows for executive operations. MCP-style tool servers (calendar, email, document intelligence), persistent memory, async task graphs with reflection and retries, LitServe + llmlite inference for low-latency streaming.

    • MCP
    • LitServe
    • llmlite
    • Async task graphs
  3. 2022–2024

    Brandiligence

    AI + Tech Lead

    Legal-intelligence engine for trademark conflict scoring. RAG over case law and registries, LoRA-fine-tuned embeddings for semantic + phonetic similarity, hybrid retrieval with Pinecone + rerankers, NICE-class mapping, structured evals via Langfuse.

    • RAG
    • LoRA
    • Pinecone
    • Rerankers
    • Langfuse
  4. 2022–2024
    Co-founder

    Sustainability platform aggregating real-time environmental metrics. AWS Lambda + Python pipelines, Electron analytics dashboard, CloudFront delivery. Built and led the engineering team.

    • AWS Lambda
    • Python
    • Electron
    • CloudFront
  5. 2022–2024

    Blueland

    Tech Lead (Contract)

    Shark Tank USA

    Next.js + Shopify storefront. Custom discount-extension framework, checkout migration to Shopify's new extensibility, Core Web Vitals + performance work, Vercel deploys.

    • Next.js
    • Shopify
    • Vercel
  6. 2021–2024

    Gartner

    Engineering Contractor

    Three-year contract across the BX engineering org. Led the in-house SSR framework → Next.js migration, the GraphQL transition for two major apps (~9 months), and a unified data-fetching strategy across 13 apps. Decommissioned a vulnerable REST endpoint to thwart bot attacks. Contributed to the design-system component library.

    • Next.js
    • GraphQL
    • SSR
    • Design systems

Earlier roles

Before BigCircle.

  1. 2020–2021

    RAx Labs Inc.

    Product Architect / Tech Lead, Core Team

    Built and mentored an 8-engineer team from zero (filtered 500+ applications, ran 100+ interviews). Redesigned the core platform: 25+ services moved to event-driven and serverless on AWS (Lambda + Python, DynamoDB, S3, SQS, SNS, ECS, RDS), IaC via Terraform/Ansible, CI/CD + blue-green deploys across 50+ services. Cost down ~34%, scalability up to four nines.

    • AWS Lambda
    • Python
    • DynamoDB
    • Terraform
    • Ansible
  2. 2018–2019

    SalesHandy

    Senior Software Engineer / Team Lead

    Spearheaded a 4-person front-end team; introduced React, Express, and Python-based services to a mixed PHP/Node stack. Shipped read-receipts for the Gmail Chrome extension (drove +30% product adoption). Revamped email-campaign scheduling, 27% drop in support queries.

    • React
    • Express
    • Python
    • Chrome extension
  3. 2017–2018

    MAQ Software

    Technology Research Engineer · Mumbai

    First job out of college. Cleared nine Microsoft certifications in under a year, co-led a 3-engineer tech research team exploring Azure and Power BI. Automated data validation across 20+ teams (5,000+ daily points). Built a Power BI reporting tool that became a MAQ product offering.

    • Azure
    • Power BI