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 AI Concep

📌 IT Trainer (Mumbai)
🏢 LT-Larsen & Toubro
📍 Mumbai