Manish Maurya Manishmaurya89

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                                     Manish Maurya

`B.Tech CSE · AI / ML · Computer Vision · NLP`

Building intelligent systems — from real-time video analytics to multilingual data tools

About Me

B.Tech Computer Science graduate from REVA Institute of Technology, Bangalore (2021–2025), specialising in AI and Machine Learning.

I build practical ML systems — real-time computer vision pipelines, NLP data tooling, and emotion-aware applications. My current focus is on deep learning, multilingual NLP, and making AI work for underrepresented languages and low-resource settings.

profile = {
    "name":       "Manish Maurya",
    "degree":     "B.Tech CSE — REVA Institute of Technology, Bangalore (2021–2025)",
    "focus":      ["Deep Learning", "Computer Vision", "NLP", "Multilingual AI"],
    "stack":      ["Python", "PyTorch", "TensorFlow", "OpenCV", "Streamlit"],
    "email":      "manish.maurya0408@gmail.com",
    "location":   "India "
}

🚀 Featured Projects

Project	What It Does	Tech Stack
Basketball Analytics	Detects & tracks players, ball, and court elements from game footage. 95%+ detection accuracy, real-time heatmaps & team stats	YOLOv8 · DeepSORT · OpenCV · PyTorch · Docker
Music × Emotion	Webcam-based emotion detection recommends music in real time. CNN inference optimised by 25%	Python · CNN · OpenCV · TF/Keras · Streamlit
Face Direction Detection	Real-time head orientation system with Kalman filtering. Improved detection accuracy by 30%	Python · CNN · OpenCV · Kalman Filter
Synthetic Data Generator	Generates multilingual NLP datasets in 13 languages (Hindi, Urdu, Tamil, Telugu + more) via local LLM	Python · Ollama · ReportLab · gTTS

🛠️ Skills

Languages & Frameworks Python TensorFlow PyTorch Scikit-learn OpenCV YOLOv8

Data & Visualisation Pandas NumPy Matplotlib

Tools & Platforms Docker Git Jupyter Notebook VS Code Streamlit SQL

🏅 Certifications

🎓 Machine Learning Specialization — DeepLearning.AI
🎓 TensorFlow Developer Professional Certificate — DeepLearning.AI
🎓 Python for Everybody — Udemy
🎓 Python for Data Science — IBM SkillsBuild
🎓 HTML & CSS — Coursera / Johns Hopkins University

🧠 Engineering Philosophy

If it’s not measurable, it’s not improving
If it’s not reproducible, it’s not engineering
If it doesn’t scale, it’s a prototype
Building myself

📧 manish.maurya0408@gmail.com | 📍 India

""I don’t just build models — I build systems that work in the real world."*

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