Real-world projects. Real deployments.
Each project is a business scenario with an architecture, a milestone-by-milestone build plan and a deployment step — so what you build is what you can show.
37 projects
Governed agentic RAG over annual reports on Databricks
Ask a question about a listed company and get an answer built only from its annual report — every claim footnoted, and a refusal when the filing doesn’t say.
Governed multi-agent returns & refund triage for e-commerce
A team of agents reviews every return request, auto-approves the clean ones and routes risky or expensive cases to a human fraud desk.
HR policy assistant with hybrid search on Google Cloud
Employees ask about leave, travel or benefits and get a short answer with the exact policy clause — across PDFs, Word files and slide decks.
AI pull-request reviewer
A GitHub app that reads each pull request in context, flags real bugs and risky changes, and leaves inline comments a human would actually keep.
Enterprise advanced RAG: hybrid search, HyDE, self-correction and Text-to-SQL
Every advanced retrieval technique in one system, with an evaluation harness that shows which ones actually help on your data.
Python mega project: personal AI voice assistant
Build your own desktop assistant that opens apps, searches the web, reads the news, sets reminders and answers questions — all by voice.
Real-time flight data pipeline with Airflow and Snowflake
Stream live flight positions, model them into a warehouse and power a delay-analytics dashboard that refreshes every few minutes.
Regional sales analytics with SQL and Power BI
Model raw sales data in SQL, build a Power BI report regional managers will actually use, and add AI-generated insight summaries.
Embedding a shopping assistant into a legacy e-commerce monolith
Take an existing store codebase from discovery to production: prototype a conversational shopping agent, harden it, then merge it into the monolith.
Cold-chain dispatch agent with spatial data and compliance RAG
An AI dispatch console that spots spoilage risk on refrigerated shipments before it happens — combining live telemetry, weather and the compliance rulebook.
IT support copilot with agentic RAG
Resolve “my VPN won’t connect” before it becomes a ticket: an agent that searches the internal knowledge base first and the web only when it has to.
Multi-agent trip planner with LangGraph
Researcher, planner and budget agents collaborate to turn “5 days in Kerala in December under ₹40k” into a day-by-day itinerary.
Governed accounts-payable agents for a bank
Agents read invoices, score them for fraud, route approvals and pay the safe ones — wrapped in six layers of governance you can audit after the fact.
Clinical guideline Q&A with LlamaIndex
A grounded question-answering system over clinical guidelines and medical literature — from parsing to evaluation to a deployed API.
Multi-agent clinical-trial integrity monitor on GCP
Six specialist agents scan public trial registries for missing results, changed endpoints and quiet side-effect signals — with a human gate for low-confidence findings.
Research agent platform with guardrails, gateway, memory and red-teaming
A search → summarise → write → verify pipeline that produces sourced reports, defended by guardrails and continuously attacked by its own red team.
Insurance claims copilot with long-term memory
Policyholders file and track claims in conversation; the agent remembers their policy, past claims and preferences across sessions.
Real-time voice agent with RAG
A phone-style receptionist that listens, looks up answers from the business’s documents and replies in natural speech — fast enough to feel like a call.
YouTube content creation agent
Give it a topic; get researched talking points, a script with hooks, a title shortlist and a thumbnail brief.
Multi-agent stock analysis desk
Fundamentals, technicals and news-sentiment agents each make their case; a portfolio agent weighs them into one written view.
GenAI-powered clothing store with Pydantic AI
A fashion storefront with a stylist assistant that understands “something for a beach wedding under ₹3,000” and builds an outfit from real stock.
Automated candidate interview and evaluation system
Generate role-specific questions, run a structured text interview and produce a scored, evidence-backed evaluation for the hiring team.
AI career suite: resume, cover letter and interview prep
Paste a job post and your resume; get a tailored resume, a cover letter, a skills-gap list and practice questions.
Airline customer support RAG chatbot
Answers baggage, refund and check-in questions from an airline’s published policies — with the source link for every answer.
Chat with any codebase
Point it at a GitHub repository and ask how things work — “where is auth handled?” — with answers linked to files and lines.
Timetable generator with a genetic algorithm
Generate clash-free college timetables that respect teacher availability, room sizes and lab slots.
Turn network captures into plain-English stories
Upload a .pcap file and get a readable narrative of what happened on the network — who talked to whom, and what looks suspicious.
AWS cost optimiser dashboard with Terraform and Lambda
Find idle instances, oversized volumes and forgotten snapshots across an AWS account — and see what fixing them would save.
Automated AWS threat detection and response
Detect suspicious API activity in an AWS account, get an AI-written explanation, and auto-contain the obvious cases.
Reusable ML CI/CD with a Jenkins shared library
One shared pipeline library that every ML repository can reuse: test, train, evaluate, containerise and deploy with a five-line Jenkinsfile.
Waste sorting with object detection
Detect and classify plastic, paper, metal and organic waste from a camera feed — the core of a smart recycling bin.
Sign language recognition for accessible communication
Recognise hand signs from a webcam in real time and turn them into text, helping deaf and hard-of-hearing users communicate.
Explainable tumour detection on medical scans, deployed on GCP
A deep-learning classifier for brain MRI scans that shows where it looked — with Grad-CAM heatmaps — served from Google Cloud.
Telecom customer churn prediction
Predict which customers are likely to leave, explain why, and turn it into a retention list the business can act on.
Two-stage loan approval and amount estimation
Stage one decides approve or decline; stage two estimates how much to lend — with fairness checks across applicant groups.
Thunderstorm forecasting with MLflow tracking
Forecast thunderstorm risk from weather-station data and track every experiment, parameter and model version with MLflow.
Solar energy performance reporting with MySQL and Power BI
Track generation, efficiency and downtime across solar plants and spot under-performing panels early.
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