Santhanu Ajithkumar Artificial Intelligence and Machine Learning
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UGC-NET Qualified AI/ML Expert | Multimodal AI & Deep Learning Specialist

Hello! I am a postgraduate researcher and expert in Artificial Intelligence and Machine Learning, currently completing my MSc. My passion is taking complex, state-of-the-art AI concepts and making them understandable and applicable to real-world problems.

If you're looking to move beyond basic tutorials and truly master advanced AI, I am here to help.

Why Work With Me?

I offer a unique combination of proven academic excellence and hands-on experience with cutting-edge AI architectures.

Verified Academic Excellence: I am UGC-NET qualified for the position of Assistant Professor in Computer Science, a credential that places me in the top percentile nationally for my fundamental knowledge.

State-of-the-Art Project Experience: I am the developer of a sophisticated multimodal AI system for the early detection of Mild Cognitive Impairment. This project utilizes an advanced two-stream architecture, including:

OpenAI's Whisper for audio transcription.

The new Mamba (State-Space Model) architecture for textual analysis.

A Self-Attention Fusion mechanism to intelligently combine text and acoustic features.
This is not just a theoretical project; it is a practical application of the latest models in AI research.

First-Principles Approach: I focus on ensuring you understand the "why" behind the code. My goal is to build your intuition so you can tackle future problems independently.
My Areas of Expertise Include:

Deep Learning: PyTorch, TensorFlow, and advanced model architecture.

Natural Language Processing (NLP): From basics to modern architectures.

State-Space Models: Specifically the new and powerful Mamba architecture.

Audio Processing: Feature extraction (MFCCs, Jitter, Shimmer) and using ASR models like Whisper.

Multimodal Machine Learning: Techniques for fusing different data types (e.g., text + audio).

Core Computer Science: Data Structures, Algorithms, and Theory of Computation.

Academic & Project Guidance: Mentorship for B.Tech/M.Tech final year projects.

Exam Preparation: Strategic guidance for UGC-NET (CS) and GATE.

My Teaching Philosophy:

I believe in a hands-on, problem-oriented approach. We will start with your specific goals, break down the required concepts into clear, manageable blocks, and work through practical examples. I will not just give you the answers; I will equip you with the skills to find them yourself.

Let's Get Started:

Whether you are struggling with a specific deep learning concept, need expert guidance on your major project, or are preparing for a competitive exam, send me a message. Let's discuss your goals and build a plan to achieve them.

Subjects

  • Machine Learning Beginner-Expert

  • Operating System Beginner-Expert

  • Artificial Intelligence Beginner-Expert

  • Statistical Methods Beginner-Expert

  • Genetic algorithms Beginner-Expert

Experience

No experience mentioned.

Education

  • Msc Artificial Intelligence and Machine Learning (Jun, 2024–now) from Mahatma Gandhi University,Kottayam,Kerala
  • BCA (Jun, 2020–Jun, 2023) from Rajagiri College of Management and Applied sciences, Kakkanad

Fee details

    ₹600–1,500/hour (US$6.32–15.79/hour)

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