MS (Master of Science)

Physics with data science

Indian Institute of Science Education and Research, Pune, India

Thesis work at Laboratory of Mathematical Medicine with focus on complex non-linear data modeling.

Coursework : Data Science, Data Structures & Algorithms; Time-series analysis; Machine learning applications; Linear Algebra; Probability and Statistics; Advance ODE & PDE; Statistical mechanics (Basic & Advance); Numerical methods.

Bachelor of Science

Theoretical Physics

University of Delhi, New Delhi, India

Coursework : Linear Algebra, Calculus, C++, Mathemical methods in Physics, Electronics, Entrepreneurship and Robotics.

Data Science Intern

AlgoAnalytics Pvt. Ltd.

Baner, Pune, India

• Upgraded ‘FABRIC’ (SaaS platform used for automation of finanical analysis of company). Developed models, trained and tested them using Python and Scikit libraries, increasing accuracy of the system to 70%.
• Executed advanced AI models for textual data enrichment & trained classifiers for improved accuracy & recall, resulting in 3x faster response times. Automated the process of financial analysis successfully with a total time reduction of 60%.
• Accurately fashioned Markov Models & LSTM for future price prediction, boosting portfolio returns by 25%. Deployed regime detection techniques for trading index funds after backesting on historical data.
• Cleaned & pre-processed 20+ years of training data from National Stock Exchange and companies website to facilitate accurate insight extrapolation & predictive analysis for AWS environment.

Data Analyst

2023 - Present

Artpark, Bengaluru, Karantaka, India

• Developed probabilistic ML models and implemented self-organizing neural network algorithms for clustering and dimensionality reduction.
• Worked on creation of a dashboard, automation of payment process and building data pipeline that includes audio and transcription catering to India’s largest language opensource dataset, Bhasini.
• Implementing ARTPARK's AI innovations like LLM Copilot and BelonggAI to address healthcare and social equity challenges.

Data Engineer

Feb 22 - July 22

Oceanforgs, Bengaluru, Karantaka, India

• Optimized, Automated and developed data mining scripts to scrape 20M rows of business-critical data, utilizing selenium, beautiful soup, Postman API, requests etc. Developed and maintained ETL data pipelines using Python and Linux Shell scripting.
• Created and maintained SQL databases utilizing Pyodbc, SQLalchemy etc. for efficient data storage and retrieval.
• Utilized NLP algorithms for keyword extraction and processing structured data. Optimized existing algorithms which led to increasing throughput and productivity 8x faster within a month span.
• Developed and implemented various Technographics scraping tool, enabling automatic data retrieval for millions of prospects resulting in a 40% increase in lead generation.

Research Consultant

Nov 22 - Feb 23

WorldQuant BRAIN, Part-time

• Utilized advanced mathematical algorithms in constructing alphas of the financial system, leading to a 30% decrease in textbfRisk and a 20% increase in forecasting accuracy.
• Conducted detailed examinations & statistical analyses utilizing technical data sources to identify overlooked securities & catalysts for profitable investments, generating 40% higher returns on investment.

Equity Market Analyst

July 22 - Oct 22

Finlatics

• Engaged in economy-wide , sector specific and company oriented research and analysis.
• Created , managed and maintained a real-time simulated portfolio on BSE 500 listed companies.
• Conducted in depth research and analysis of two sectors in the Indian economy and finished the assigned research work. Applicable in Indian banking and finance industries.