1st lesson free
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Aaditya
- Rate US$17
- Response 1h
US$17/hr
Contact
1st lesson free
- Mathematics
- Algebra
- Physics
- Trigonometry
- Linear Algebra
GATE AIR 53 | IISc, Bengaluru M.Tech | Ex-Qualcomm MLE – Teaching GATE CSE/AI, Machine Learning Algorithms & Maths
- Mathematics
- Algebra
- Physics
- Trigonometry
- Linear Algebra
Lesson location
About Aaditya
Hi! I’m Aaditya, a Machine Learning Engineer with 2.5 years of experience at Qualcomm and an M.Tech in AI from IISc Bangalore (GATE AIR 53).
Whether you are mastering Class 12 Math, tackling C++ Data Structures, preparing for GATE, or building advanced AI systems, I am here to make complex technical concepts intuitive, accessible, and structured.
Why Learn With Me?
Proven Expertise: I bring a blend of top-tier academic rigor (IISc) and real-world engineering experience (Qualcomm) to every session.
First-Principles Thinking: We skip memorization and focus on deep conceptual understanding—mastering the underlying math and logic so you can solve any problem independently.
Patient & Approachable: I build an open environment where no question is too basic. We learn step-by-step at a pace tailored to your goals.
Professional & Goal-Oriented: Sessions are organized, punctual, and designed to yield clear results—whether acing exams or cracking technical interviews.
My commitment is to give you the confidence, clarity, and hands-on skills needed to achieve your goals. Let's start learning together!
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About the lesson
- Compulsory School
- Secondary School
- Higher Education
- +6
levels :
Compulsory School
Secondary School
Higher Education
Adult Education
Master
Doctorate
Other
MBA
Pre-School
- English
All languages in which the lesson is available :
English
As an IISc M.Tech graduate in AI (GATE AIR 53) and an experienced Machine Learning Engineer with 2.5 years of industry experience at Qualcomm, my teaching style bridges deep theoretical fundamentals with real-world implementation. I don't just focus on passing exams or getting code to run; I emphasize the underlying mathematics, algorithmic intuition, and practical trade-offs.
My techniques rely heavily on first-principles thinking. Whether breaking down complex concepts like Graph Neural Networks or optimizing PyTorch inference, I guide students through why an algorithm works before diving into how to implement it. I replace dense, abstract theory with visual diagrams, step-by-step mathematical derivations, and hands-on coding.
Typical Structure of My Class
1. Concept & Core Intuition (15–20 mins): We break down the target concept (e.g., Transformer attention, RAG architectures, or Data Structures) using first principles, visual intuition, and whiteboard derivations.
2. Applied Hands-On Coding & Problem Solving (25–30 mins): We translate theory into practice by implementing algorithms in Python/PyTorch or solving previous GATE CSE/AI problem sets step-by-step.
3. Optimizations & Edge Cases (10 mins): We discuss real-world constraints—such as handling extreme class imbalance, latency optimization, memory bounds, or common debugging patterns.
4. Q&A and Next Steps (5 mins): Clear up doubts and set targeted practice exercises for the next session.
Special Features as a Tutor
Elite Academic & Industry Credentials: Holding an M.Tech from IISc Bangalore, a top GATE rank (AIR 53), and core R&D experience at Qualcomm allows me to offer top-tier guidance for both competitive exams and industry deployment.
Production-Grade Perspective: Having engineered real-time RAG systems and low-latency edge AI pipelines, I teach production best practices, clean modular coding, and optimization techniques that standard academic courses skip.
Personalized Mentorship: Every session is tailored to your current level—whether you need step-by-step assistance through complex math or high-level architecture reviews for personal projects.
My classes are specifically designed for:
High School Students (Up to Class 12 / High School level): Students aiming to build a rock-solid foundation in school-level Mathematics (Algebra, Calculus, Probability) or learning fundamental C++ programming, logic, and problem-solving skills for school exams and entrance prep.
GATE CSE & GATE AI Aspirants: Candidates seeking top-rank strategies, rigorous problem-solving, and concept mastery. We focus heavily on mastering linear algebra, probability, discrete math, and core C++ data structures and algorithm design for top-tier exam performance.
Undergraduate & Postgraduate Students (College Level): CS, Data Science, and AI students needing help with advanced coursework, competitive programming, and projects. I help you bridge Class 12/college mathematics with advanced C++ algorithms, Data Structures, and PyTorch implementations.
Working Professionals & Engineers: Professionals looking to strengthen their technical core or transition into AI/ML roles. We refine your foundational math intuition alongside low-level C++ and Python algorithm optimization to build efficient production systems.
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Rates
Rate
- US$17
Pack prices
- 5h: US$83
- 10h: US$156
free lessons
The first free lesson with Aaditya will allow you to get to know each other and clearly specify your needs for your next lessons.
- 30mins
online
- US$17/h
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