Manas Bamne

I’m an AI / Machine Learning developer in training, currently pursuing a B.Tech Computer Science (AI & ML). I focus on turning data into working products—interfaces, models, and deployment-ready components.

As an Artificial Intelligence Intern at Lechler India Pvt Ltd, I developed AI-based GUI tools using Streamlit and NiceGUI for camera calibration and industrial forecasting. I built a live camera calibration interface integrated with HikVision camera feeds, and I implemented ARIMA and SARIMA models for time-series forecasting.

Earlier, as a Data Science Intern at Prodigy InfoTech, I performed data preprocessing and EDA on telecom datasets. I built machine learning models with Logistic Regression and Random Forest, reaching ~85% accuracy and evaluating performance with classification metrics.

My projects reflect how I like to work: the AI Resume Ranker uses semantic similarity and NLP embeddings to improve candidate shortlisting, the AI Chat Assistant generates contextual responses with LLM prompting, and my AI Vision-Based Pothole Detection system uses YOLOv8 for real-time hazard detection. I’m especially energized by NLP and computer vision work that can be delivered through clean, usable applications.