Data Scientist / Machine Learning Engineer
Manoj is a Data Scientist and Machine Learning Engineer at Oatmeal AI. He is passionate about applying his technical skills to real-world challenges and contributing to innovative projects.
Manoj has developed a forensic tool to detect and analyze compression artifacts and tampering in digital images using error level analysis (ELA). This project involved Python, OpenCV, NumPy, machine learning, image processing, and Matplotlib. He implemented image preprocessing techniques, including noise filtering, resizing, and color normalization, to enhance forensic accuracy.
Manoj also built a predictive model to estimate house prices using historical housing data and machine learning algorithms. He trained and evaluated multiple regression models, including Linear Regression, Decision Tree, and RandomForestRegressor, using Python, Scikit-Learn, Pandas, NumPy, Matplotlib, Seaborn, and Jupyter Notebook.
Manoj has interned at Prodigy CORPORATION and Codesoft, where he worked as a Machine Learning Intern. He holds certifications in Python and AWS.