Vedant Shirgaonkar | Machine Learning & AI Enthusiast

👋 Hi there! I'm Vedant Shirgaonkar, a Computer Science & Data Science undergraduate passionate about building AI-driven solutions that make an impact. I thrive on solving real-world problems through Machine Learning, NLP, and Generative AI, with hands-on experience in developing and deploying models for automation, analytics, and education.

🔥 About Me

• 🏆 Hackathon Track Winner at Quasar 3.0 for an offline MCQ generation system using in-house LLMs.
• 🤖 ML Engineer at Heart – Skilled in LLMs, Deep Learning, and NLP, with projects in AI-powered MCQ generation and predictive analytics.
• 🚀 Always Learning – Certified in Machine Learning & Generative AI from DeepLearning.AI, IBM, and AWS.

🏗 Featured Projects

📌 Automated MCQ Generation Using LLMs

🔹 Built an AI-powered system to generate MCQs from PDFs and text documents.
🔹 Developed adaptive learning to adjust difficulty based on quiz performance.
🔹 Integrated Mistral-7B & Gemma-2B for domain-wise MCQ generation.
🔹 Tech Stack: Python, PyTorch, SQLite, Flask, Hugging Face, Ollama.
🔗 GitHub Repository

🏎 F1 Driver Position Prediction Model

🔹 Built an ML model to predict F1 race standings using historical data.
🔹 Engineered features like driver experience, lap times, and weather conditions.
🔹 Applied PCA for dimensionality reduction and optimized model selection.
🔹 Tech Stack: Python, Scikit-learn, Pandas, NumPy, Matplotlib.
🔗 GitHub Repository

⚡ Tech Stack

🚀 Languages: Python, C++, Java, SQL, JavaScript
🧠 ML Frameworks: PyTorch, TensorFlow, Scikit-learn
📊 Databases: SQLite, MySQL
🔧 Tools & Platforms: Flask, Hugging Face, Ollama, Streamlit, Git

🎯 Achievements

🏆 Quasar 3.0 Hackathon Winner – Developed an offline MCQ generation system without external API dependencies.
📜 Certified ML & AI Professional – DeepLearning.AI, IBM, AWS.

📬 Let's Connect!

🔗 Portfolio & GitHub: VedantShirgaonkar
🔗 LinkedIn: linkedin.com/in/vedant-shirgaonkar
📧 Email: [email protected]

🚀 Passionate about AI, NLP, and building real-world solutions? Let’s innovate together at the hackathon!