From Fundamentals to Real‑World GenAI and ML Systems
I work hands-on, lead Data Science and GenAI teams, sit in hiring panels daily, build projects for top companies and teach with the clarity that comes from real-world deployment experience.
Imperial College London & 
Indian Institute of Management Bangalore Delivered Production AI Solutions For:
Rolls-Royce
Unilever
- Rolls-Royce
- Unilever
Deployed predictive maintenance systems for aircraft engines.
Reduced Understock in Latin America.
Forecasted Demand across North America.
Generating quizzes for sales representatives in Japan.
I Build AI Systems Every Day: Teaching Is How I Give Back.
Explore my technical breakdowns to see my teaching style before you commit.
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Exclusive Student Platform: Your Personal AI Learning Assistant
Get access to www.aharsha.com, a dedicated platform built exclusively for course students with AI-powered tools to accelerate your learning.
RAG Chatbot with Validated Content
Ask questions and get precise answers sourced only from approved learning documents. This keeps your learning clean, focused, and reliable.
Quizzes that Build Mastery
Attempt quizzes assigned to your batch, track results, and understand where you need more practice. Each quiz is aligned to your current topic.
Practice from Question Bank
Work through an approved question bank topic-wise. This is perfect for daily practice and interview preparation.
Resume Tailor & Interview Prep
Generate a resume tailored to a job profile and practise role-specific questions to improve your confidence in interviews.
Batch Videos & Guided Learning
Access curated video links for your batch to reinforce key concepts and revise quickly.
Live Projects: See What You'll Build
These are real applications I deployed recently. By the end of this course, you'll build and deploy similar production-ready systems.
🤖 Agentic Resume Builder
AI agent that tailors resumes to specific job descriptions. Demonstrates multi-agent orchestration and production deployment.
Tech Stack: CrewAI • FastAPI • Render
Live Demo →🌍 PM2.5 Forecasting System
End-to-end ML deployment with automated daily predictions, scheduled workflows, and database integration.
Tech Stack: ARIMA • Deep Learning • Flask • GitHub Actions • Neon DB • Render
Live Demo →📚 Gen AI RAG Chatbot
Production-ready RAG chatbot for article analysis. This is exactly what every student will deploy by course completion.
Tech Stack: LangChain • OpenAI • Vector DB • Streamlit
Live Demo →Curriculum Roadmap
Phase 1: Foundations & Stats (Weeks 1-3)
Python Essentials • Hypothesis Testing (Z-tests, ANOVA) • Exploratory Data Analysis with Real Datasets
Phase 2: Advanced ML & Deep Learning (Weeks 4-7)
Regression & Classification • XGBoost/Ensembles • Model Tuning & Validation • Multi Models
Phase 3: GenAI & Production (Weeks 8-11)
LLMs (BERT/GPT) • Prompt Engineering • RAG with LangChain • Agentic Frameworks • Deployment (Docker, Streamlit, Cloud)
Phase 4: Optional Section (Weeks 11-16)
Other topics • Clustering • Optimisation • Time Series • GitHub Copilot
The Production Advantage: What Sets This Course Apart?
Industry first
This isn’t just about modelling: it’s about the entire journey: framing the problem, planning the approach, executing the solution, and delivering it in the real world.
Real Outcomes
Every student builds a personalized ML case study and a live GenAI Chatbot you can showcase in your portfolio.
Career Prep
Resume optimization and interview prep based on real hiring experience at Fortune 500 companies: get hired, not just educated.
Sri Harsha Achyuthuni
Data Science Manager at Deloitte
Harsha is a data science professional with a track record of delivering high-impact AI and ML solutions across Fortune 500 companies.
Education: MSc in Business Analytics from Imperial College London • Executive Education from IIM Bangalore
Expertise: Predictive maintenance, demand forecasting, optimization engines, classification, NLP, supply chain analytics, and generative AI applications.
Industry: Consulting, manufacturing, consumer goods, supply chain, pharmaceuticals, healthcare, insurance, retail, defence, and aerospace sectors.
GitHub Activity
Professional Network
Ready to Start Your Journey?
Explore more about my work and get in touch.