Hello World
First post. Setting up the blog, figuring out what goes here.
Solutions Architect & Backend Engineer
Mumbai, India
I build backend systems, streaming pipelines, and OTT platforms on AWS. Currently working on agentic AI on AWS: agent architectures on serverless and Amazon EKS, evaluation, observability, and governance.
I build REST APIs with sub-30ms p95 latency, handle OAuth 2.0 and OIDC auth flows, and implement idempotency and rate limiting. Mostly with Node.js and TypeScript.
I work extensively with AWS services like API Gateway, Lambda, DynamoDB, S3, CloudSearch, Kinesis, and MediaConvert. Cost optimization is always on my radar.
I've architected end-to-end OTT platforms with media ingestion, transcoding pipelines, content protection, and Akamai CDN integration. Real-world scale.
I'm building agent architectures on AWS serverless and Amazon EKS, with a focus on evaluation and observability, agent authentication/authorisation and logging design, and governance.
I design MQTT and HTTPS ingestion with secure provisioning and multi-tenant isolation, near real-time pipelines on Kinesis/MSK, and time-series and lakehouse storage on Timestream, InfluxDB, S3 and Athena.
Independent
Aug 2026 – Present
Participant in AWS BeSA Cohort 10, "Agentic AI: POC to Production on AWS", an AWS-mentored program on agent architectures, security, observability and governance. Passed AWS Certified AI Practitioner (AIF-C01) plus six certifications across agent design, deployment on AWS serverless and Amazon EKS, evaluation and observability, auth and logging design, and AI governance.
Career Break
Feb 2026 – Aug 2026
Returned to full-time engineering focus in August 2026.
KVell Dynamics
Aug 2024 – Jan 2026
Architected large-scale IoT ingestion for smart meters and sensors over MQTT/HTTPS with device registry, secure provisioning and multi-tenant data isolation. Built near real-time streaming pipelines (IoT Core, Kinesis/MSK, Lambda/Spark) with windowed aggregations, late-event handling and idempotent writes. Designed time-series and lakehouse storage (Timestream/InfluxDB, S3, Glue/Athena), plus analytics, alerting and X.509/TLS and IAM/RBAC security.
Planet Marathi Group
Feb 2021 – Aug 2024
Architected an end-to-end OTT platform across web and mobile, and single-handedly built the backend from concept to production on AWS serverless. Automated media ingestion and transcoding pipelines, integrated Akamai, Razorpay, Twilio/2factor and MediaConvert, and replaced a high-cost auth vendor with in-house OIDC/OAuth 2.0. Achieved sub-30ms p95 APIs and 18+ months of zero downtime. Advised the wider org on engineering practice.
BrandMusiq
Aug 2019 – Jun 2020
Built a React and Redux PWA with offline audio caching in IndexedDB, backed by a Ruby on Rails API for tracks and metadata.
Valuefy Solutions
Sep 2018 – Aug 2019
Shipped OCR validation, face verification/liveness, and secure payment and SMS integrations. Authored build/deploy guidelines and RFP documents, and trained engineers on Git, ES6, NodeJS and Linux.
Earlier Roles
2015 – 2018
Software Engineer at BrandMusiq: built soniqspaces, a multi-track music player for Android and iOS in React Native, with an Electron desktop version. Lead Developer at Bridge Properties: designed the full stack for the company website, its API and a CRM. Earlier work in Rails, Ionic and hosting support.
Full serverless architecture on AWS. API Gateway and Lambda for compute, DynamoDB for state, Akamai CDN for global distribution. MediaConvert for transcoding. In-house OIDC and OAuth 2.0 auth system.
MQTT and HTTPS ingestion at scale for smart meters and sensors, with device registry, secure provisioning and multi-tenant data isolation. Streaming pipelines on IoT Core, Kinesis/MSK and Lambda/Spark; time-series and lakehouse storage with Timestream, S3 and Athena; dashboards and alerting with Grafana and QuickSight.
React and Redux frontend with IndexedDB for offline audio caching. Rails API backend. Works seamlessly online and offline.
AWS Certified AI Practitioner (AIF-C01)
Amazon Web Services
Sep 2026
AI Governance on AWS
DataExpert.io
Sep 2026
Agentic AI Evaluation and Observability
DataExpert.io
Sep 2026
Design Authentication, Authorization and Logging
DataExpert.io
Sep 2026
Building Agentic AI on Amazon EKS
DataExpert.io
Sep 2026
Building Agentic AI with AWS Serverless
DataExpert.io Academy
Aug 2026
Anatomy of an AI Agent
DataExpert.io Academy
Aug 2026
First post. Setting up the blog, figuring out what goes here.
Open to interesting backend and architect roles. Let's talk.