Projects
GenAI applications, publisher tools, and large-scale frontend migrations
Selected work across GenAI apps, business admin tools, enterprise platforms, and Next.js migrations.
Projects
Featured product work and migrations
AI Conversational Assistant
End-to-end AI conversational app using Next.js/React.js and locally hosted Ollama LLMs, with streaming responses and conversation memory.
- My role
- Personal / Self-Driven
- Key impact
- Real-time streaming chat with an LLM provider abstraction layer and configurable system prompts.
RAG-Based Document Intelligence
Retrieval-Augmented Generation app for question answering over PDFs, with embeddings, vector search, and grounded, cited answers.
- My role
- Personal / Self-Driven
- Key impact
- Grounded responses with source citations (document, page, snippet) and reduced hallucinations.
AI Personalized News Intelligence Platform
GenAI platform delivering personalized, topic-aware news feeds with embeddings, semantic search, and LLM-powered article summaries.
- My role
- Personal / Self-Driven
- Key impact
- Personalized recommendations and concise summaries with private, local LLM inference.
Centralized Configuration Management Platform
Configuration management platform standardizing implementation patterns across 8 repositories at The Economic Times.
- My role
- Tech Lead
- Key impact
- Cut integration time for new properties and standardized patterns across flagship products.
Internal Admin Panels
Management and subscription admin panels giving business teams self-serve control over configurable content and data.
- My role
- Tech Lead
- Key impact
- Removed engineering dependency for day-to-day content and subscription changes.
XSLT to Next.js Migration
Large-scale migration of legacy XSLT applications to a modern Next.js architecture across flagship Economic Times products.
- My role
- Tech Lead
- Key impact
- Improved accessibility, maintainability, and Core Web Vitals scores.
FedEx Print Online
Enterprise document printing, customization, and order management platform built at Infogain.
- My role
- Sr. Consultant
- Key impact
- Delivered scalable printing and order management capabilities for a global enterprise customer.
Case Studies
Selected project case studies
RAG-Based Document Intelligence Application
Screenshots placeholderProblem
Extracting reliable answers from large PDF documents is slow and error-prone, and general LLMs hallucinate without grounding in the source material.
Solution
Built an end-to-end RAG pipeline — PDF extraction, text chunking, embeddings, and ChromaDB vector storage — with semantic retrieval and grounded prompting, served through FastAPI and Ollama.
Tech Stack
My Role
Personal / Self-Driven
Key Features
- PDF extraction and text chunking
- Embedding generation with ChromaDB vector search
- Grounded prompting to reduce hallucinations
- Source citations with document, page, and snippet
Impact
Accurate, cited answers grounded in document context, with local streaming inference via Ollama and FastAPI.
AI Conversational Assistant
Screenshots placeholderProblem
Building a real-time conversational AI that maintains context across turns without being locked to a single LLM provider.
Solution
Built a streaming chat application on Next.js/React.js with a FastAPI/Node.js backend, conversation memory, and an LLM provider abstraction layer.
Tech Stack
My Role
Personal / Self-Driven
Key Features
- Streaming AI responses
- Conversation memory across interactions
- LLM provider abstraction layer
- Configurable system-prompt management
Impact
A responsive, provider-agnostic conversational experience running on locally hosted Ollama models.
Centralized Configuration Management Platform
Screenshots placeholderProblem
Implementation patterns were inconsistent across properties and slow to extend to new repositories, lacking a single standard.
Solution
Designed and built a centralized configuration management platform (Next.js, React.js, Node.js) deployed across 8 repositories to standardize implementation.
Tech Stack
My Role
Tech Lead
Key Features
- Centralized configuration management
- Cross-repository standardization
- Self-serve business tooling
- Reusable implementation patterns
Impact
Standardized implementation across 8 repositories and cut integration time for new properties.
Legacy XSLT to Next.js Migration
Screenshots placeholderProblem
Flagship pages ran on legacy XSLT, limiting accessibility, maintainability, and further performance improvements.
Solution
Directed a large-scale migration to React.js, Next.js, and TypeScript with a focus on SSR and Core Web Vitals.
Tech Stack
My Role
Tech Lead
Key Features
- SSR-based rendering
- Improved Core Web Vitals
- Modern component architecture
- Accessibility improvements
Impact
Measurable Core Web Vitals gains and a more maintainable codebase across flagship products.