CoursesApplied AI
Intermediate
Practical AI with Local LLMs
Build private AI tools for business that run on your own machine — no data leaves your company.
Duration4 weeks
Sessions8 live sessions
FormatLive online · small group
FeeOn request
Who it's for
You'll need: Basic programming (Python or C#). A laptop with 8 GB RAM is enough.
Developers
You want hands-on AI skills beyond calling a chat API.
Companies with sensitive data
You need AI that keeps finance and HR data in-house.
Tech leads
You want to judge what AI can really do for your products.
What you'll build
Private Report Chatbot
A chatbot that answers questions from your own SQL data and documents, running fully on a local LLM.
Yours to keep for your portfolio
By the end you'll
Run open-source LLMs locally
Write prompts that give reliable answers
Connect LLMs to SQL data and documents (RAG)
Ship a small AI tool safely
Syllabus
4 weeks · 8 live sessions · notes & recordings included- Week 01 LLMs, locally How LLMs work, Ollama, choosing models for 8 GB
- Week 02 Prompting & tools Prompt patterns, structured output, function calling
- Week 03 Your data RAG with documents, text-to-SQL, guardrails
- Week 04 Build & ship Chat UI, evaluation, deployment, final demo
Your instructor
Bikalp Kumar Karn
CTO at Neo Software, Golchha Organization. 15+ years and 100+ projects across ERP, Odoo, NextERP, SAP and custom enterprise software. You learn what is used in real production systems — not just textbook examples.
Live online sessions
Recordings of every class
Notes & source code
Hands-on assignments
Certificate of completion
Enroll
Save your seat in the next batch.
Small groups only. Send your details and I'll share the next start date and fee within 1 day.