Rajdeep Agrawal is a highly skilled engineer with a B.Tech in Engineering Physics from IIT Hyderabad. He has practical experience in developing advanced data science solutions, including Open Domain Question-Answering systems and utilizing BERT embeddings. Additionally, he possesses strong full-stack development skills, having built web applications using Django and creating GUIs for complex machinery operations.
Experience
Data Science Intern
Akaike Technologies
Developed an Open Domain Question-Answering system on large corpora based on Dense Retrieval using FAISS document store and deployed it using Streamlit. Currently working on Automatic Answer Evaluation using cosine similarity of BERT-based embeddings and SpaCy NER.
Software Development Intern
NTT-AT
Developed a User Interface GUI and related Backend support for operation of their ROME (Robotic Optical Management Engine) Machine. The interface seamlessly handles multiple users allowing them to perform various operations with the logical and physical ports of ROME with just clicks of buttons. The operation command is relayed to the ROME server using an SSHClient connection in Python, which performs the operations and generates success or error messages. Django Web Framework (Python) was used to build the Backend, with SQLite DB. The GUI Frontend was done with HTML, CSS, and some JavaScript functionalities to enhance interactivity.
Education
Indian Institute of Technology, Hyderabad
B.Tech
Engineering Physics
Academic Excellence Award, 2019