Major projects spanning Generative AI, enterprise platforms, data engineering, and open-source contributions. Delivering measurable business impact across diverse industries.

Generative AI & LLM Projects

Articul8 - LLM-Powered Knowledge Search Platform

Engineering Manager - GenAI Practice

Enterprise knowledge retrieval platform powered by LLMs, enabling conversational access to vast internal knowledge repositories.

  • Leadership: Managed backend, ML, and infrastructure engineering teams
  • Innovation: Productionized agentic search capabilities with role-based access
  • Impact: KPI-driven improvements in query resolution speed and answer accuracy
  • Scope: Significantly improved internal knowledge workflows
  • Tech: Ollama, Llama 3, GPT-4o, LangChain, LlamaIndex, Azure OpenAI, Python, FastAPI

UpThink - EdTech AI Assessment Platform

LLM-driven automated assessment grading platform powered by OpenAI GPT-4. Evaluates essays, poems, and story drafts with custom rubrics per tenant.

  • Scale: 1 million content pieces evaluated every quarter
  • Clients: 250 tenants with 85 unique assessment rubrics
  • Accuracy: 93% in GPT model fine-tuning
  • Innovation: Prompt-engineering retraining console for non-engineering teams
  • Tech: OpenAI GPT-4/ChatGPT, Python/Flask, Next.js, AWS Cognito

Kognitos - Business Process Automation

RPA chatbot for CRM and CDP platforms with custom OpenAI GPT-3.5-turbo LLM. Also includes marketing content intelligence platform work.

  • Purpose: Generate RPA scripts for integrated CRMs, marketing tools, customer data platforms
  • Architecture: Microservices with data privacy-compliant environment
  • Deployment: AWS API Gateway, Lambda, Cognito, DynamoDB
  • Tech: OpenAI GPT-3.5-turbo, Python/Flask, React, AWS Cloud Services

MaxIQ (formerly Gyaan.AI) - Salesforce Intelligence Platform

ChatGPT-integrated Salesforce Enterprise SaaS with conversational semantic search using vector embeddings.

  • Innovation: ChatGPT integrated Salesforce data extraction and analysis
  • Architecture: Vector embeddings on Pinecone DB for semantic search
  • Technology: Natural language queries transformed into vector embeddings
  • Tech: OpenAI GPT-4, Python/Flask, LangChain, Next.js, Pinecone DB, Vercel, Amazon Fargate

Syngenta - AgroTech Procurement Chatbot

Enterprise procurement knowledge management chatbot integrated with Microsoft Teams for internal and vendor organizations.

  • Training Data: 400+ KB articles and 180+ procurement policy documents
  • Data Scale: 50GB of text data on Pinecone vector database
  • Integration: ServiceNow Knowledge Management content
  • Tech: Amazon Lex, Azure GPT-4 Enterprise, Python/Flask, Next.js, Azure AD

Artificial Chat - Amazon Lex Enterprise Platform

Enterprise chatbot platform using Amazon Lex and AWS Lambda with comprehensive AWS services integration.

  • Database: Amazon Keyspaces (Cassandra), AWS S3, AWS DynamoDB
  • API Integration: Real-time calls to ProPublica API and third-party services
  • Features: NLP conversation APIs with training data integration
  • Tech: Node.js, React, Amazon Lex, AWS DynamoDB, AWS S3, AWS Lambda

Product Engineering Projects

Brandfolder - Digital Asset Management Platform

A Smartsheet Product • Engineering Manager

Enterprise digital asset management platform modernization and feature development.

  • Innovation: Replaced Filestack with home-grown upload technology based on Uppy for local and third-party file uploads (Google Drive, Dropbox, Box)
  • Analytics: Implemented Amplitude analytics for web and integrations tracking
  • Modernization: Upgraded stack to Rails 8.0 with latest secure and stable dependencies
  • Security: Enhanced Guest user access with secure password implementation
  • Scope: Full-stack development, legacy code modernization, test infrastructure upgrades
  • Tech: Ruby on Rails 8.0, PostgreSQL, AlloyDB, Golang, React, Uppy, Amplitude

Measurabl - ESG Data & Analytics Platform

Engineering Manager

Environmental, Social, and Governance (ESG) data analytics platform for sustainability and decarbonization planning.

  • Leadership: Built and scaled full-stack engineering team across India and US
  • Backend Design: Time-series capture, forecasting APIs, reporting for energy savings scenarios
  • Innovation: Scraping engine extracting policy/governance metadata from hundreds of institutional websites
  • Architecture: Introduced ADRs (Architecture Decision Records) for technical alignment
  • Modernization: Transition of legacy Rails services into microservices with improved test coverage
  • Efficiency: Reduced engineer ramp-up time by 40%
  • Tech: Ruby on Rails, Sidekiq, TypeScript, Kafka, GraphQL, AWS, GitHub Actions

Netflix - Corporate and Animation Studio Booking Management

Senior Engineering Manager

Re-architected and modernized internal booking and asset management tools for Netflix's Corporate and Animation Studio Operations.

  • Leadership: Led 16-person cross-functional engineering team
  • Achievement: 3x reduction in booking overheads and turnaround times
  • Architecture: Rewrite of monolithic tool into modular, scalable React + Node.js platform
  • Innovation: Dynamic config systems, caching, real-time data sync (sub-second response times)
  • Security: RBAC (Role-Based Access Control) for global studios and partners
  • Tech: React, React Context, Node.js, GraphQL, Apollo, MySQL, AWS

Coupa - Vulnerability Detection & Compliance

Security compliance platform with early-stage detection for HIPAA, FedRAMP, and PCI compliance.

  • Achievement: 300% improvement in compliance SLA markers
  • Architecture: Real-time monitoring and alerting system
  • Data Sources: NIST NVD, Rapid7 Nexpose, Axonius, MITRE
  • Tech: Python, Apache Airflow, Tableau, AWS Redshift, EKS

Zylotech - ML Customer Data Platform

B2B customer data platform with ML prediction models. Acquired by Terminus.

  • Business Impact: USD 2.8B indirect revenue growth for customers
  • Performance: 5x improvement in delivery time
  • ML Models: Churn, LTV, Recency, Frequency, Value, Propensity analysis
  • Tech: Python, Apache Airflow, CircleCI, Kubernetes, Google Cloud Composer

Fylamynt - Cloud Automation Platform

Formerly Neurops • Acquired by Spot by NetApp (now Flexera)

Low-code cloud infrastructure automation and incident response platform unifying orchestration, automation, and real-time collaboration.

  • Performance: 5x improvement in development cadence through best practices
  • Architecture: Multi-tenant SaaS AWS Serverless architecture
  • Integration Framework: Multi-tenancy-aware connector for AWS and third-party services
  • Integrations: Datadog, Slack, Atlassian Jira, Terraform Cloud/CLI, Ansible, BigPanda
  • Tech: React, Python/Flask, AWS Lambda, API Gateway, DynamoDB, Cognito, Serverless

Knotch - Content Intelligence Platform

Senior Engineering Manager / Tech Lead

Content analytics platform serving global marketers with system modernization and performance optimization.

  • Leadership: Led engineering execution for content analytics platform
  • Performance: 65% speed improvement through query parallelization and dashboard optimization
  • Reliability: Managed scraper systems ingesting content across paid/owned channels with automated monitoring
  • Modernization: Orchestrated migration from Ruby on Rails to Elixir/Phoenix for improved concurrency
  • Tech: Ruby on Rails, Elixir, Phoenix, PostgreSQL, Sidekiq, GraphQL, Rack

Onclusive - Media Monitoring & PR Analytics

Technical Lead (formerly AirPR)

Media monitoring, PR attribution and analytics platform with interactive infographics-driven dashboards.

  • Innovation: Interactive pluggable product-in-product experience using React.js and Node.js
  • Architecture: Data crunched from Elasticsearch, cached and aggregated on Aurora/MySQL
  • Features: Real-time reactions and interactions tracking on Press Releases
  • Tech: Ruby on Rails, Elasticsearch, React, Node.js, AWS Aurora/MySQL

HEAVY.AI - GPU Analytics Console

Administration and management console for GPU-accelerated analytics platform (formerly MapD/OmniSci).

  • Platform: High-performance GPU-based analytics
  • Features: User management, operations, performance monitoring, deployment
  • Specialization: GPU-accelerated database operations

GenLeap - Career Management & Self-Discovery Platform

B2C and B2B self-discovery and career management platform with comprehensive microservices architecture.

  • Leadership: Led Platform Engineering team
  • Architecture: Scalable microservices using Next.js, Nest.js, FastAPI
  • Infrastructure: GCP cloud with ArgoCD on Kubernetes clusters
  • Tech: Next.js, React, MaterialUI, Nest.js, Python/FastAPI, GCP Cloud Run, GKE

Rockset - Database Performance Benchmarking

Custom database benchmark for Snowflake Snowpipe with performance testing across multiple instance configurations.

  • Innovation: Seamless AWS S3 integration for streaming data
  • Testing: P50 and P95 latency measurements
  • Optimization: 2X and 4X cloud instance performance analysis
  • Tech: Golang, Snowflake Snowpipe, AWS EC2, S3

Sisu Data - Real-Time Data Visualization

Advanced real-time analytics platform. Acquired by Snowflake.

  • Scale: 10,000+ data points visualized simultaneously
  • Technology: Advanced data visualization and real-time processing
  • Use Case: Business intelligence and decision-making support

PureStorage - Virtual Lab Platform

Cloud-based virtual lab environment for enterprise storage testing and customer evaluation.

  • Purpose: Simplified customer evaluation and testing
  • Architecture: Cloud-based virtualization platform

Sunsama - Daily Kanban Planner

Productivity and project management platform for professional teams with enhanced integrations.

  • Features: React Native app for mobile kanban management
  • Integrations: Trello, Google Calendar, Asana, Todoist, GitHub, GitLab, Slack
  • Innovation: Predictive analytics for team performance metrics
  • Tech: Meteor, Node.js, React, React Native, MongoDB, AWS ECS, Jenkins

Bludot - Regional Business Retention Platform

Economic development platform supporting local business retention and community growth initiatives.

Manulife - Financial Platform Modernization

Legacy financial services platform transformation with modern web technologies.

  • Impact: Enhanced customer service delivery
  • Scope: Financial platform transformation

HackerRank - Technical Assessment & Hiring Platform

Technical assessment and remote hiring platform for enterprise recruiting.

Professional Projects

insilico - Computational Neuroscience Library

IISER Pune (2014-2015)

Open-source C++ SDK for Computational Neuroscience delivering 5x improvement in research speed.

  • Impact: Enabled 6 high-indexed peer-reviewed papers within a year
  • Efficiency: Reduced experiment setup time from 10-12 months to under 2 months
  • Community: Conducted workshops for ~15 labs worldwide
  • Tech: C++, BOOST C++, OpenMP, MPI, High Performance Computing

ReplayPoker.com - Online Poker Platform

Replay Gaming (2015-2017)

Free-to-play online poker game with performance optimization and business analytics.

  • Performance: 3x improvement in application performance and UX
  • Revenue: Doubled revenue growth in 6 months
  • Support: 40% reduction in support tickets MoM
  • NPS: 20% positive Net Promoter Score
  • BI Tool: $150k+ monthly ad attribution across Google AdWords, Facebook, Yahoo, Bing
  • Tech: Ruby on Rails, React.js, GraphQL, PostgreSQL, GCP GKE

The Football Pools - Betting Platform

ThoughtWorks (2013-2014)

Online betting platform with call center application and microservices architecture.

  • Performance: 1.5x system performance improvement
  • Monitoring: Custom performance probes and audit reports
  • Innovation: Internal benchmarking tool for 3 web apps and 2 API backends (280+ queries)
  • Tech: Ruby on Rails, KnockoutJS, PostgreSQL, Resque

Personal Projects

Codesmells - Software Design Wiki

Reference wiki for fundamental problems in software design and implementation. Educational resource for software engineering best practices.

MyFayda - E-commerce Platform

User-friendly online store creation platform for small retailers. Democratizing e-commerce for local businesses.

VaidyaSevak - Healthcare Digital Assistant

Smart digital assistant for doctors and healthcare workers. Early adoption of AI assistants in healthcare to improve productivity and patient care.

Code 'em Poker Bot - AI Hold'em Competition

AI poker bot for IIT Bombay TechFest 2012 competition. Code 'em Poker was an innovative event for coders and game theory enthusiasts to develop poker-playing AI agents.

  • Competition: IIT Bombay TechFest 2012
  • Challenge: Implement game theory and machine learning for poker strategy

AIWars - AI Checkers Competition

AI checkers bot "Maficator" for COE Pune's AI-WARS competition. Game AI with strategic decision-making algorithms.

  • Competition: AI-WARS at College of Engineering, Pune
  • Focus: Competitive AI agent development and game strategy
  • Tech: C, Game AI algorithms