Badges
Certifications
Work Experience
Analytics Intern
Shrushti Conservation Foundation• June 2023 - Present
•Created Copilot a generative AI tool, which served as a tool to assist employees, such as writing emails, proposals, pitches, etc. This was made using LLMs like GPT4all and Galactica, finetuned for their proprietary databases. •Working on Segment Anything Model [SAM] and YOLOV8 Model for object identification and classification which were used across several projects after been optimised on particular datasets relevant to the particular project. •Worked on creating dynamic dashboards and dynamic databases for the data collected for each project.
Artificial Intelligence Intern
LTIMindTree• June 2023 - July 2023
•Created Copilot, which would serve as a tool to assist employees in various jobs, such as writing emails and powering chatbots to engage with customers by developing Generative Artificial Intelligence (AI) Technology, stacking and integrating together multiple Large Language Models (LLM) for more accuracy and speed. •Worked on manufacturing a privateGPT system using GPT3.5-Turbo, llama, MetaOpt, and Orel12 models, to ensure greater control over model’s behaviour, data privacy and various other technical capabilities. •Fine-tuned the base GPT model using specifically designed datasets and additional training techniques which helped tailor the model’s capabilities output to specific use cases, making it suitable for intended purposes. •Worked on Helicone AI which was used to calculate the token cost of every query made to CanvasAI.
Machine Learning Intern
UltraTech Cement• June 2022 - July 2022
•Created and cleaned a database of different machine indicators such as torque, air temperature, machine temperature, rotational speed and tool wear which collected by sensors attached to machines. •Developed a prediction model using Extra Tree Classifier with 99.56% accuracy in predicting machine failure. Provided a Comparative Study and Statistical Reasoning for the results got for every model built. •Used machine learning models such as Random Forrest Classifier, Bagging Classifier, Extra Tree Classifier to predict when a particular machine would break down to carry predictive maintenance.
Big Data Intern
Cytech Systems and Services• June 2022 - July 2022
•Was responsible for creating a system which could accurately compile a master file for sales of dealers of a pharmaceutical company (from the stock data provided in excel) in India using Power Query. •Which then was further processed to identify regions where a particular product has more sales and also identifying high performing salesmen as well as product individual and overall trends in sales. Also created an incentive structure for the salesmen according to the instructions provided by the company. •Finally provided final report using Power BI summarising the results in a tabular and graphical manner.
Education
IIT, Madras (Indian Institute of Technology)
Data Science, BS• August 2022 - Present
BITS, Pilani (Birla Institute of Technology & Science)
Mathematics, MS• September 2020 - Present
BITS, Pilani (Birla Institute of Technology & Science)
Civil, BE• August 2020 - Present