• Oil and Gas Industry : Engineered hybrid optimization using ML prediction and differential evaluation algorithm to optimize ethylene production in oil and gas operations, minimizing slippage and generating $ 2M annual savings
• Textile Industry : Spearheaded the implementation of an advanced custom margin maximization algorithm, reducing scheduling and capacity planning time 30 % and enhancing resource utilization across facilities
• Petrochemical Industry : Applied advanced data science techniques to create 98 % accurate location specific price forecasting model along with transportation cost, providing 3-month market insights using xgboost ML model
• Generative AI : Led biopharmaceutical client project, achieving 30 % efficiency gain through implementation of GPT-4 chatbot with document referencing and priority retrieval, utilizing RAG methodology using Langchain

• Dashboard : Engineered a market analytics dashboard monitoring 500+ metrics for US Stocks, ETFs and MFs
• Stock Selection : Developed quantitative screening algorithms for identifying optimal stock entry points
• Bear Bottom Analysis : Conducted Analysis on 10,000+ stocks and Mutual Funds Historical Data, identifying patterns that increased portfolio resilience by 18 % and improved recovery time by 25 % during bear markets

• Automated financial data extraction from annual reports using Python, eliminating manual analysis time
• Built stock forecasting models using LSTM/RNN algoritm achieving 97.66 % accuracy for 7-day price
• Implemented NLP-based sentiment analysis system correlating chairman’s messages with stock performance
• Scraped news articles from moneycontrol & economic times in python using selenium chromedriver for browser automation
• Performed sentiment analysis and compared the sentiment score with the stock prices, saving the results in a SQL database
• Deployed the complete project on AWS EC2 instance, used cronjob to run it on a scheduled time and send results on email

TCG Digital

• Led the InHouseLLM Initiative, developing a bespoke Language Model system with FastAPI for streamlined APIs
• Ensured privacy in parsing and embedding with Docker containers, while scaling application using Elasticsearch
• Showcased the effectiveness of the system with response time under 100 milliseconds, serving 1,000 users

IIT Kharagpur

• Engineered NLP-based automated grading system for subjective answers, achieving 92 % accuracy
• Optimized text processing through SVD-based dimensionality reduction, reducing analysis time by 40 %
• Implemented Latent Semantic Analysis (LSA) and compared the results with Jaccard similarity and cosine similarity, successfully achieving a 20 % improvement in overall precision and performance accuracy.

IIT Kharagpur

• Leveraged ML model for successfully classifying Tweets sentiments on US airlines with an accuracy of 78.01 %
• Processed the data according to TFIDF model and used Random Forest Model , yielding an accuracy of 75.27 %
• Improved the accuracy by using SVM model, increasing it to 78.01 % with decreasing the time complexity

Indian Institute of Technology, Kharagpur

This rigorous program provides a strong foundation in aerospace sciences and engineering. Key areas of study include:
• Aerodynamics and Fluid Mechanics
• Aircraft Structures and Materials
• Propulsion Systems
• Flight Dynamics and Control
• Avionics and Navigation Systems
• Spacecraft Design and Orbital Mechanics

The curriculum combines theoretical knowledge with practical applications, featuring laboratory work, design projects, and computational methods. Students develop skills in:
• Advanced mathematics and physics
• Computer-aided design (CAD) and simulation
• Experimental techniques and data analysis
• Systems integration and project management

IIT Kharagpur

• Awarded Young Blood, 2018-19 by Nehru Hall of Residence for motivated participation and exemplary performance
• Member of Silver winning team of Nehru Hall of Residence in Stage play in the General Championship Social-Cultural 2019-20
• Worked as a volunteer helping local villagers in tree plantation, road construction, digging holes for constructing toilets in NSS
• Participated in blood donation camp drives and donated 470 ml of blood and also taught local school students in NSS

KVBSF POKARAN

• Received the Excellence Award from Smriti Zubin Irani for exceptional academic performance in 2014-15
• Received the Tanot Mata Scholarship in the session 2015-16 awarded by CM of Rajasthan Shri Ashok Gehlot