I'm a Mechanical Engineering student at IIT Bombay with a passion for Data Science, Machine Learning, and Reinforcement Learning. I enjoy solving complex problems through innovative projects and contributing to open-source communities. When I'm not coding, you'll find me playing football or exploring new technologies.
Predicting Combustion Instability | Applied DS and ML Course Project
- Developed a Bayesian Neural Network Ensemble using TensorFlow and Keras to predict thermoacoustic instabilities with an RMSE score of 0.028.- Applied PCA and statistical tests for dimensionality reduction and feature extraction.
- Accurately predicted Equivalence Ratio, Decay Timescale, and Burner Power with robust uncertainty estimates.
- GitHub Repo
Facial Recognition using Siamese Neural Network | Learners Space
- Developed a Face Detection System using a Siamese Neural Network with TensorFlow and OpenCV, accurately identifying and verifying my face using UUID-labeled images.- Applied Image Preprocessing (grayscale conversion, normalization) and Image Augmentation (rotation, flipping, scaling) to enhance model performance and generalization.
- Achieved successful face detection on test data, demonstrating accurate recognition under varying conditions.
- GitHub Repo
- Secured Rank 1234 in JEE Advanced among 0.25+ million aspirants [2022].
- Achieved 99.40 Percentile in JEE Mains among 1.17+ million candidates [2022].
- Won Silver Medal in Institute Football League (IFL) [Mar’23].
- Email: [email protected]
- LinkedIn: linkedin.com/in/anirudha-shinde