Antriksh Gupta

Data Scientist Intern

Menrva Technologies•  July 2023 - September 2023•  Benguluru, Karanataka

Implemented NLP techniques and utilized NLTK and transformers libraries to analyze text data from diverse sources. Devised and executed a Python-based document intelligence analyser, enhancing the user experience by comprehensively analyzing diverse file formats and extracting key insights (file attributes, metadata, sentiments, themes, and tags). Integrated a Chatbot created using LLMs like LLama 2 and resource-efficient quantized models, optimizing information retrieval through strategic integration with Pinecone’s vector database for retrieval augmentation.

Research Intern

Department of Civil Engineering, IIT Roorkee•  April 2023 - June 2023•  Roorkee, Uttrakhand

Designed and evaluated a Max Pressure control algorithm in Python, optimizing parameters for enhanced results. Compared the algorithm’s performance with Static and Webster controllers and reduced average delays by 25 - 30%. Implemented several simulations using Python, Sumo, and TraCI and used MatplotLib for analyzing simulation results. Submitted conference paper to 26th IEEE ITSC (2023) and journal paper to Taylor & Francis Online for publication.