Bindeshwar Singh Kushwahs

I specialize in teaching, mentoring, and building projects in Mathematics, Machine Learning (ML), Deep Learning (DL), and Generative AI (GenAI).

Since starting the academy, I have been providing online and offline tutoring in Mathematics, Statistics, Computer Science, and AI/ML. I focus on conceptual clarity and practical implementation, helping students and professionals learn everything from fundamentals to advanced AI research.

I am also passionate about creating edtech content, designing Beamer-based video lectures, and integrating WordPress with Generative AI for automated, interactive learning experiences.

-Education & Certifications

* Degree in Mathematics/Computer Science
* Certified in Machine Learning, Deep Learning, and Generative AI (via projects, MOOCs, and self-research)
* Actively working on research papers in areas like Ensemble Boosting for Spam Detection, Generative AI fine-tuning for Hindi/Lightweight models, and AI in Robotics

-Key Skills

* Programming & Tools: Python, PyTorch, TensorFlow, Scikit-learn, Statsmodels, Hugging Face, ONNX, Arduino, Raspberry Pi
* Generative AI: LLM fine-tuning (GPT-2, TinyLlama), LoRA/QLoRA optimization, RAG system development, WordPress and LLM integration
* Machine Learning & Deep Learning: Regression, Classification, Ensemble Boosting (XGBoost, LightGBM, CatBoost), CNNs, RNNs, Transformers
* Mathematics for AI: Probability, Statistics, Linear Algebra, Optimization, Estimation Theory
* Robotics & Embedded AI: Deploying ML models on Arduino Nano 33 BLE Sense, PyBullet simulation for robots, PyTorch-based robotics applications
* Content Creation: YouTube AI/ML channel (871+ videos created), Beamer slides, WordPress blogs with MathJax, online course development

Accomplishments

* Founded Page to mentor students in AI, ML, and Mathematics
* Built comparative studies of lightweight ML and LLM models optimized for low-resource devices
* Published research (under submission to MECS Press) on Spam Email Detection with Ensemble Boosting
* Guided students to Tech Expo (IIT Guwahati) to present AI and robotics projects
* Created YouTube educational content on AI, ML, and Mathematics, reaching 300+ subscribers with 871+ videos
* Developed interactive WordPress learning platforms powered by Generative AI and automation



Other Relevant Details

* Researching foundation model training, lightweight LLMs, and robotics applications
* Strong focus on AI education, edtech innovation, and GenAI startups
* Teaching in English and Hindi, with projects in bilingual AI fine-tuning
* Blending academic knowledge with practical deployment of AI/ML models