Master’s student in Engineering Science (AI) at University at Buffalo (Aug 2024 – Dec 2025). Specializing in Applied Machine Learning, NLP, and Computer Vision. I enjoy building intelligent, production-ready systems that emphasize performance, and simplicity
Built RNN-based classifier on WELFake dataset using Pytorch. Deployed with Flask / Streamlit; F1 ≈ 0.80.
ELA + CNN pipeline to highlight manipulated regions. React frontend + Flask + TensorFlow
FastAPI • LangChain • Pinecone • JinaAI. Retrieval and answering for documents and images.
Student Assistant — UB Brainy Bulls
Feb 2025 – June 2025 · Tutoring & mentorship focused on math and computational thinking.
ML Intern — The Tann Mann Gaadi
Jun 2023 – Aug 2023 · Built prompt-driven dataset exploration tools using LangChain & PandasAI.
Python · C++ · SQL · Pytorch · TensorFlow · Docker · FastAPI · Streamlit · Pandas · Numpy
Email: ameymanagute.work@gmail.com
GitHub: github.com/ameymn
LinkedIn: linkedin.com/in/ameyai