Amey Narwadkar - AI Portfolio

Featured Projects

Tennis Analysis System

Advanced computer vision system for analyzing tennis matches, tracking player movements, and providing performance insights using machine learning algorithms.

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Text to Image Generation

Implementation of stable diffusion model for generating high-quality images from text descriptions using deep learning and neural networks.

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Food Ordering Chatbot

Intelligent conversational AI for food ordering with natural language processing, order management, and seamless user experience.

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AI Trading Bot

Sentiment-based trading algorithm that analyzes market sentiment and news data to make automated trading decisions using machine learning.

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ML Algorithms from Scratch

Implementation of fundamental machine learning algorithms from scratch using Python, demonstrating deep understanding of mathematical concepts.

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Education

Master's in Scientific Computing

Universität Heidelberg, Germany

2024 - Present

Currently pursuing advanced studies in Scientific Computing, focusing on Advanced methods in AI, efficient methods in NLP, Advanced applied mathematics, and Computer vision.

Advanced AI Methods Efficient NLP Mathematical Optimization Computer Vision

Bachelor's in Mathematics

Fergusson College, Pune

2020 - 2023

Completed undergraduate studies in Mathematics, building a strong foundation in mathematical concepts, statistical analysis, and problem-solving techniques that support AI and ML applications.

Pure Mathematics Applied Mathematics Statistics

Skills & Expertise

AI Projects & Learning

Practical Experience

Hands-on experience building AI projects including chatbots, computer vision applications, and exploring emerging technologies.

Natural Language Processing Computer Vision Generative AI Conversational AI Image Generation Sentiment Analysis

Python Programming

Programming

Solid Python programming skills with experience in data manipulation, analysis, and basic machine learning implementations.

NumPy Pandas Matplotlib Seaborn Jupyter Flask

Machine Learning Fundamentals

AI/ML

Understanding of machine learning concepts, algorithms, and frameworks with experience in building basic models and computer vision projects.

PyTorch TensorFlow Scikit-learn Keras OpenCV Hugging Face

Mathematical Foundation

Core Knowledge

Strong mathematical background from my degree in Mathematics, providing a solid foundation for understanding AI and ML concepts.

Linear Algebra Statistics Probability Calculus Optimization Discrete Math

Development Tools

Technical Skills

Familiar with essential development tools and environments commonly used in data science and machine learning projects.

Git VS Code Jupyter Google Colab Docker Linux

Data Analysis & Visualization

Analytics

Experience in exploring datasets, creating visualizations, and extracting insights from data using various analytical tools.

Pandas Matplotlib Seaborn Plotly SQL Excel