Focus : Machine Learning, Deep Learning, Time Series Analysis
Specifications : Data Science
Skills
Python, R, SQL, MongoDB, Web Scraping, HTML, CSS, Statistical Analysis, Machine Learning, Data Visualisation, R, SQL, MongoDB, Web Scraping, HTML, CSS, Statistical Analysis, Machine Learning, Data Visualisation,Hobbies
Painting
Summary
I am a detail-oriented and analytical individual with a passion for problem-solving, data analysis, and programming in Python and R. With a background in Psychology and currently pursuing a degree in Data Science, I aim to integrate insights from both fields. I am a quick learner, driven to continuously expand my knowledge and tackle interdisciplinary challenges.
Employment History
Trading Strategy Intern , AlgoAnalytics
2024-05 - 2024-08
- Developed python functions to generate and analyse 10+ new features for Open to Close trading strategy for Nifty Futures time series data.
- Conducted over 12+ experiments to optimize O2C model performance such as model variance analysis, adding NIFTY sectoral indices and commodities to base model, feature selection using embedded methods.
- Improved short-class label prediction accuracy by 20% for C2O strategy through techniques like SMOTE, Balanced Random Forest, and hyperparameter tuning.
- Performed correlation analysis, enabling identification of 2 key features linked to model’s predicted returns.
Trading Strategy Intern , AlgoAnalytics
2024-05 - 2024-08
- Developed python functions to generate and analyse 10+ new features for Open to Close trading strategy for Nifty Futures time series data.
- Conducted over 12+ experiments to optimize O2C model performance such as model variance analysis, adding NIFTY sectoral indices and commodities to base model, feature selection using embedded methods.
- Improved short-class label prediction accuracy by 20% for C2O strategy through techniques like SMOTE, Balanced Random Forest, and hyperparameter tuning.
- Performed correlation analysis, enabling identification of 2 key features linked to model’s predicted returns.
Education History
10th std -
96 %
/
2016-03
St Mary's School, Pune
12th std -
91 %
2016-07 /
2018-03
The Bishops School, Pune
B.A Psychology -
89 %
2018-08 /
2021-08
Fergusson College, Pune
10th std -
96 %
/
2016-03
St Mary's School, Pune
12th std -
91 %
2016-07 /
2018-03
The Bishops School, Pune
B.A Psychology -
89 %
2018-08 /
2021-08
Fergusson College, Pune