All Projects
A collection of data science, AI, and engineering projects spanning multiple industries
Kisaan Companion
AI-powered agricultural assistant helping farmers with crop management, weather insights, and market prices. Voice-enabled multilingual support for rural accessibility.
Human Rights Connected
Technical co-founder building data infrastructure for human rights documentation and advocacy. Scalable systems for evidence collection and case management.
Ticket-O-Mate
Automated ticketing solution for unorganized markets. AI-powered system handling bookings, queue management, and customer support for small businesses.
WeaveDesk
AI-powered customer support platform weaving together multiple channels into unified conversations. Smart routing and automated responses.
Agent in a Box
Turnkey agentic AI solution enabling businesses to deploy custom AI agents without coding. Pre-built templates for common workflows.
Book Publication & Editorial AI
AI-powered editorial suite for publishers. Automated proofreading, style consistency checking, and manuscript preparation workflows.
AI Cover Design System
Generative AI system for book cover design. Automated layout, typography, and image generation based on genre and content analysis.
AI for Irregular Markets
Research project exploring AI applications in unorganized and irregular markets. Price discovery, demand prediction, and market intelligence.
Banking Sector Risk Management AI
AI-powered risk assessment for banking sector. Credit scoring, fraud detection, and regulatory compliance automation.
CyberSecurity Ops & AI
AI-augmented security operations. Automated threat detection, incident response, and security posture assessment using ML.
End-to-End Communication Module
Built a RAG-based automation system automating communication workflows. Integrated WhatsApp, Telegram, and Email into a unified messaging solution.
AI Sales Bot
Real-time tiles and wallpaper conversation bot with customized STT achieving 80% voice similarity. Enabled end-to-end voice operability for automated customer interactions.
GenAI Expert Advisor
Chatbot for technicians providing real-time guidance. Deployed on Azure with Cosmos DB, Cognitive Search, and RAG implementation.
Investment Bank Portfolio Reports
Led data discovery, modeling & mapping for 108 company portfolio reports. Technical design for Snowflake data warehousing with SCD-2 methodology.
MLOps Pipeline Automation
Researched workflows and identified obsolete techniques. Built system design for better ETL and CI/CD pipelines using AWS MLOps toolkits.
NLP Social Media Post Generator
Researched 70+ HuggingFace BERT models for smart post generation. Created Streamlit app for testing and deployed on GCP with FastAPI.
LLM Engine Deployment
Deployed Mistral LLM locally using Ollama on A2000 on-prem systems. Built PDF parser with PyMuPDF and vectorized data storage on Neo4j.
GenAI Communication App
Created 10 modules for checking verbal skills using NLP. Used Google, IBM, OpenAI, Meta APIs for backend. Deployed on AKS with CI/CD pipelines.
Audio Communication Grading
Built automated verbal skills assessment with 10 NLP modules. Integrated Google, IBM, OpenAI, Meta APIs for comprehensive evaluation.
GenAI Agile Flow SaaS
Created sentiment analysis for scrum meetings using Google Cloud NLP. Vectorized 50K feedbacks with Ada-Embeddings for clustering and blocker classification.
AutoScheduled Web Scrapers
Built dockerized Selenium scrapers deployed on GKE. Created REST API with Flask and persistent volume storage for scheduled data extraction.
IoT Edge Data Pipelines
Built Azure Functions for IoT data processing. Deployed PySpark on Databricks for cleaning and transformation with MongoDB storage.
Ground Truth NLP Extraction
Applied NLP techniques to extract usable data from raw technician records. Used Google Translations, TextBlob, and NLTK for text processing.
Patient Risk Stratification System
ML-based patient risk scoring system predicting readmission likelihood. Built ensemble models achieving 87% accuracy for 30-day readmission prediction.
Real-Time Fraud Detection Engine
Built streaming fraud detection pipeline processing 10K+ transactions/second. Achieved 95% fraud catch rate with <100ms latency.
Personalized Product Recommendations
Hybrid recommendation engine combining collaborative filtering with content-based approaches. Increased average order value by 18%.
Supply Chain Demand Forecasting
Time-series forecasting system for inventory optimization across 200+ stores. Reduced stockouts by 40% while cutting inventory costs.
Intelligent Document Processing
Automated document extraction from claims forms using OCR and NLP. Reduced manual processing time by 75% with 92% accuracy.
Customer Churn Prediction Platform
ML platform predicting customer churn with 85% accuracy. Enabled proactive retention campaigns saving $2M+ annually.
Brand Sentiment Monitoring Dashboard
Real-time social media sentiment analysis tracking brand perception across platforms. Monitors 50K+ mentions daily with trend alerts.
Visual Quality Inspection System
Computer vision system for automated defect detection on production line. Achieved 99.2% defect detection rate at 60 FPS.
Building Energy Optimization AI
AI system optimizing HVAC operations across 50+ commercial buildings. Reduced energy consumption by 23% while maintaining comfort.
AI Contract Review Assistant
NLP system for automated contract analysis and risk identification. Reviews contracts 10x faster than manual review with 94% accuracy.
Face Recognition Attendance System
Real-time face recognition system for automated attendance tracking. Built with OpenCV and deep learning achieving 98% accuracy in varied lighting conditions.
Medical Image Diagnostic Assistant
Deep learning system for X-ray and CT scan analysis. Achieved 94% sensitivity in detecting anomalies, assisting radiologists in faster diagnosis.
Multilingual OCR Document Digitization
Large-scale document digitization using custom OCR models for handwritten and printed text in multiple Indian languages. Processed 1M+ pages.
AI Strategy & Roadmap Consulting
Strategic consulting for AI adoption across industries. Developed AI roadmaps, identified high-impact use cases, and guided build-vs-buy decisions.
Data Maturity Assessment Framework
Developed proprietary data maturity assessment framework. Evaluated data infrastructure, governance, and analytics capabilities for digital transformation readiness.
Design Thinking for AI Products
Facilitated design thinking workshops for AI product development. Helped teams identify user needs, prototype solutions, and validate AI product concepts.
User Research for AI-First Products
Conducted user research specifically for AI products. Developed methodologies for understanding user mental models, trust factors, and AI interaction patterns.