Key Responsibilities

• Design and develop industry-aligned curriculum and learning paths in AI/ML.
• Create engaging training materials, including presentations, lab manuals, coding exercises, case studies, assignments, and projects.
• Deliver instructor-led classroom and virtual training sessions.
• Mentor students during hands-on labs, capstone projects, and hackathons.
• Develop practical assessments, coding challenges, and evaluation rubrics.
• Review and continuously enhance existing learning content based on industry trends.
• Collaborate with instructional designers and academic partners to improve learner outcomes.
• Provide technical guidance to trainers and support faculty enablement programs.
• Stay updated with emerging AI/ML technologies and integrate them into the curriculum.

Required Technical Skills

Mathematics & Statistics for Machine Learning

• Statistics and Probability
• Linear Algebra
• Basic Calculus (Differentiation, Optimization)

Programming & Problem Solving

• Core Python Programming Concepts
• Data Structures and Algorithmic Problem Solving




• Pandas and NumPy for Data Manipulation
• Data Preprocessing and Feature Engineering

Machine Learning

• Supervised and Unsupervised Learning Algorithms
• Model Evaluation Metrics (Accuracy, Precision/Recall, F1, ROC-AUC, RMSE, etc.)
• Scikit-learn
• Bias-Variance Tradeoff, Overfitting/Underfitting, Regularization

Deep Learning

• Deep Learning Fundamentals
• CNNs, RNNs/LSTMs, Transfer Learning Models, VAE, and GAN
• Computer Vision and NLP concepts
• TensorFlow or PyTorch (at least one)

Data Analytics & Visualization

• Advanced Excel for Data Analysis
• Power BI Fundamentals, Tableau, Dashboard Development, and Data Storytelling

Database

• SQL Fundamentals and Database Querying (Joins, Aggregations, Subqueries)

Generative AI & Agentic AI

• Basics of Generative AI (GenAI)
• LLM – Transformer Architecture and Working Principles
• RAG, Prompt Engineering and Fine-tuning techniques
• Agentic

📌 IT Trainer (Chennai)
🏢 Larsen and Toubro
📍 Chennai