Projects

Guided builds you finish with something running: milestones with a checkpoint each, a reference solution after you have tried, and a number at the end you can put on a CV. The first milestone of every project is free.

5 projects openOpen now

Projects 5

Intermediate

Build a Permission-Aware Knowledge Hub as an MCP Server: the explanation

A working engineering knowledge hub, Wayfinder, taken apart in illustrated modules. Engineers connect the AI assistant they already use (Claude Code, Cursor or Claude Desktop) through the Model Context Protocol and ask "Why does billing retry three times?", "Who owns routing?" or "What did we decide about Kafka?". Wayfinder searches the team's docs, runbooks, postmortems, architecture decisions, issues and pull requests, and returns cited passages that this engineer is allowed to read: the permi

22 parts8h 7m

₹799Buy now
Intermediate

Build an Agentic Content Studio: the explanation

A working content studio, Slidesmith Studio, taken apart in illustrated modules. A user describes a topic, picks a LinkedIn carousel or 16:9 slides and a template, and three AI agents (research, content strategist, designer) write a structured deck spec in the user's brand. Code renders it, measures every slide in a headless browser, sends slides that overflow back to the designer, and exports PDF, PNG, ZIP or a single HTML file. The user never sees HTML: they click any text to edit it, switch t

22 parts7h 55m

₹799Buy now
Intermediate

Build an AI Voice Receptionist: the explanation

A working voice receptionist for a fictional clinic in Pune, taken apart in illustrated modules. Callers talk in the browser in English, Hindi or Hinglish; the receptionist answers from the clinic's own documents, books, moves and cancels appointments after checking who is calling, stops talking the moment the caller interrupts, and sends every emergency straight to 112 and the front desk. Everything runs on open models: Whisper for listening, open-weight language models on Groq for thinking, an

23 parts8h 23m

₹799Buy now
Intermediate

Build an AI-Powered Digital Bank with RAG: the explanation

Eighteen illustrated modules that take a working system apart. The system is in ../source-code/: a digital bank whose AI assistant answers customers from the bank's own documents and the customer's own data, and moves money only after the customer approves. Admins upload the documents and watch quality.

20 parts6h 59m

₹799Buy now

Production AI backend + Streamlit UIComing soon

ProjectEasyAI-Powered Logistics & Shipment Tracking AgentTrack shipments, detect delivery delays, analyze logistics data, and automatically generate customer updates.Tool callingAPIs
ProjectEasyAI-Powered Sales Intelligence & CRM Automation AgentAnalyze sales leads, retrieve customer history, recommend follow-up actions, and update CRM records through APIs.Agentic workflowsCRM
ProjectEasy–MediumIntelligent Procurement & Vendor Comparison AgentAnalyze supplier quotations, compare pricing and delivery terms, identify procurement risks, and recommend vendors.Document AIReasoning

Advanced agentic AI & automationComing soon

ProjectMediumMulti-Agent Business Research & Competitor Intelligence PlatformResearch competitors, collect public information, compare products and pricing, and generate structured market intelligence reports.Multi-agentWeb research
ProjectEasy–MediumAI-Powered Data Quality & Automated Data Cleaning AgentDetect missing values, schema inconsistencies, duplicate records, and anomalies. Recommend corrections and execute approved data-cleaning workflows.Python toolsAI agents
ProjectMediumAI-Powered Software Development & GitHub Issue Resolution AgentAnalyze GitHub issues, inspect repositories, identify relevant code, suggest fixes, generate tests, and prepare pull requests for human review.Coding agentsGitHub APIs

Retrieval projectsComing soon

ProjectIntermediateSupport assistant over your own docsA RAG assistant for a product's help centre: ingestion, chunking that respects structure, citations the reader can check.RAGPythonFastAPIpgvector
ProjectIntermediatePolicy search for a compliance teamHybrid search over long policy PDFs, with versions, effective dates and an audit trail of what was shown to whom.RAGHybrid searchPDFAudit
ProjectAdvancedAn evaluation harness for RAGGolden questions, retrieval and answer scoring, regression gates in CI. The project every other RAG project needs first.RAGEvaluationCI

Agent projectsComing soon

ProjectIntermediateA research agent that shows its workPlans a question, searches, reads, and writes a brief with sources, with every step visible and every claim linked.AgentsSearchCitations
ProjectAdvancedAn on-call agent that follows the runbookReads alerts, follows a runbook step by step, asks a human before anything destructive, and writes the incident note.AgentsOpsHuman approval
ProjectIntermediateA data-cleaning agent for messy exportsTakes a spreadsheet nobody wants to touch, proposes a schema, cleans it in steps, and explains every change it made.AgentsDataPython