Projects — GenAI, LLM, RAG & Full-Stack builds by K Laxman

27 production-grade AI and full-stack projects by K Laxman — LLM applications, Retrieval-Augmented Generation pipelines, multi-agent systems, machine-learning models and full-stack web apps. Each links to a full case study covering the problem, the solution, measured impact and the tech stack.

All projects

• CAMS Lens — SEBI-Grounded Compliance Intelligence Platform
  Productionized an enterprise-grade GenAI compliance platform leveraging RAG over 80,000+ SEBI and financial regulatory documents. Achieved 95% retrieval precision with sub-7-second response latency, delivering…
  RAG, Google Cloud, Vertex AI, Cloud Run, AlloyDB, BigQuery
• CAMSCode — Enterprise AI Coding Assistant
  Built an internal, secure, private alternative to GitHub Copilot deployed entirely within CAMS infrastructure. Autonomously converts PRDs and HLDs into production-ready full-stack applications using 80+ custom tools…
  AI/ML, Agentic AI, MCP Servers, Ollama, RAG, Google Cloud
• Intelligent Document Processing (IDP) - Multi-Agent System
  Enterprise-level Multi-Agent Orchestration Framework using LangGraph and Gemini 2.5 Flash to automate data extraction from complex Mutual Fund forms. Features self-correcting agents and confidence-based automation.
  LangGraph, Gemini 2.5, Vertex AI, Python, Pydantic, Docker
• OpsPilot — Agentic Request Triage & Remediation System
  Developed an end-to-end Agentic AI platform that automates customer support operations by understanding incoming emails, planning intelligent remediation workflows, validating decisions through policy guardrails, and…
  Gemini 2.5, Python, Streamlit, SQLite, Pandas, Altair
• Agentic Research & Decision Intelligence Assistant
  Developed a LangGraph-powered multi-step research and decision-support system that decomposes complex queries into research dimensions, gathers external evidence with deterministic fallback and circuit breaking…
  LangGraph, Gemini 2.5, Python, Streamlit, FastAPI, SQLite
• NexGenGaming - E-Commerce Platform
  Full-stack gaming e-commerce with real-time inventory, order tracking, and payment integration.
  React, Node.js, MongoDB, Express, Firebase, TailwindCSS
• RoomFlow - AI Booking System
  AI-assisted workspace booking platform with dynamic pricing, real-time conflict prevention, and admin analytics.
  React, TypeScript, Node.js, Express, Vite, PostgreSQL
• SEBI Debarred Entities Extraction — Regulatory Document Intelligence
  Cloud-native event-driven RAG backend monitoring SEBI regulatory orders, routing multimodal PDFs via Camelot or Gemini Vision, scoring page relevance with FAISS, and extracting structured debarred PAN records using…
  Gemini 2.5, FAISS, Python, Google Cloud, Pub/Sub, Firestore
• AI-Powered Email Automation
  Intelligent microservice classifying financial emails with 95% accuracy. Extracts PAN, ARN codes using LLM zero-shot learning.
  Python, Google Cloud, FastAPI, LLM, vLLM, Docker
• IPO Monitoring System
  Real-time IPO Grey Market Premium monitoring with automated notifications for investment decisions.
  Python, Streamlit, Pandas, Web Scraping
• Autonomous Multi-Agent Banking
  Advanced agentic workflow with 7 specialized AI agents using CrewAI and Gemini 2.5 for banking operations.
  CrewAI, LangChain, Dialogflow CX, Vertex AI, Python, Google Cloud
• Dialogflow CX Virtual Agent — Financial Services Chatbot & Voicebot (GCP / CCAI)
  Built and launched a production-style Dialogflow CX virtual agent for banking/financial services on GCP, covering 6+ customer intents (account statements, balance, transaction history, fund transfer, bill payment…
  Dialogflow CX, CCAI Telephony, Vertex AI, Gemini 2.5 Flash, Python, IaC
• RSS Document Downloader
  Automated document downloading from RSS feeds for real-time regulatory content acquisition.
  Python, RSS, PDF Processing, Streamlit
• MSG to PDF Converter
  Batch converter for Outlook .MSG files to PDF. Processed 20,000+ financial emails with attachments.
  Python, Outlook, WeasyPrint, Streamlit
• PDF Footnotes Processor
  Automated footnotes and reference mapping for academic documents with Excel export.
  OpenCV, OCR, PDF Processing, Streamlit
• OCR Field Extraction
  Automated extraction of PAN, Folio numbers from scanned documents using DocTR and custom post-processing.
  OpenCV, DocTR, Python, Streamlit
• Stock Exchange Platform
  Full-stack stock trading platform with Spring Boot backend, real-time prices, and portfolio management.
  Spring Boot, Java, REST API, Database
• Driver Drowsiness Detection
  Real-time embedded system for driver safety using Raspberry Pi with OpenCV and dlib.
  OpenCV, dlib, Embedded C, Raspberry Pi
• RAVI - Visual Assistant
  AI-powered Reading Assistant for Visually Impaired using computer vision and automated image descriptions.
  Azure, JavaScript, Python, Docker
• Table Recognition System
  Deep learning system for borderless table detection and recognition in PDF documents.
  Deep Learning, Python, MTL-Tabnet, PyTorch
• RAVI - Accessible STEM Education
  AI-powered accessibility tool for STEM documents enabling visually impaired students to access scientific content.
  Python, Flask, HTML, Machine Learning, Computer Vision
• SkyLine Airlines - DBMS System
  Airline reservation system with Flask and PostgreSQL featuring advanced SQL queries and booking management.
  Flask, PostgreSQL, HTML/CSS, SQL
• BitTorrent File Transfer
  Implementation of BitTorrent P2P protocol with parallel TCP connections for distributed file sharing.
  Python, Networking, TCP/IP, P2P
• AmudalaKunta - Payment Gateway
  Live web application with integrated payment gateway and admin dashboard for village development fund.
  HTML/CSS, JavaScript, Payment Gateway, Dashboard
• AI Pacman - Multi-Agent Search
  Advanced AI for Pacman featuring DFS, BFS, A*, and minimax with alpha-beta pruning.
  Python, AI/ML, Algorithms, Game AI
• VM Snapshot System
  KVM-based VM snapshot service built with Rust. Features live snapshotting, incremental backups, and a web interface for VM state management.
  Rust, Virtualization, HTML, CSS
• Smart Lift Controller System
  Intelligent elevator control system in Verilog with optimized scheduling for multi-floor buildings.
  Verilog, Logic Design, Simulation, Algorithms

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• Home — overview, skills and a built-in AI assistant
• Experience — roles at Think360 AI (CAMS), CAMS Mutual Funds and IIT Delhi
• Projects — GenAI, LLM, RAG and full-stack builds
• Education — IIT Delhi, M.Tech & B.Tech Computer Science
• GitHub Activity — open-source contributions
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