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