Trisha Sarwade

Hello, I'm Trisha Sarwade

I am an M.Tech Dual Degree student at IIT Kharagpur, specializing in Artificial Intelligence and Applications. My passion lies in data science, machine learning, and supply chain management. With a strong academic background and hands-on experience in diverse projects, I aim to leverage my skills to drive innovation and excellence in the industry.

Explore My Work

About Me

When I'm not diving deep into data, you can find me engaging in a variety of activities that keep me both entertained and challenged. From dancing to playing chess, and from solving complex problems to contributing to community initiatives, I love staying active and exploring new interests.

In my spare time, I love experimenting with new technologies, exploring different cultures through travel, and indulging in a good book. My curiosity drives me to continuously learn and grow, and I look forward to bringing my unique blend of skills and interests to new challenges and opportunities.


Highlighted Projects

Federated Learning
Federated Learning for Late Payment Risk Prediction

Developed a federated learning model to predict late payment risks using advanced algorithms and integrated key features to improve risk assessment.

Portfolio Optimization
Portfolio Optimization

Implemented linear and quadratic programming models to optimize asset portfolios, utilizing Python for mean-variance analysis and multi-objective optimization.

Supply Base Prediction
Web-based Prediction of Supply Base

Created a predictive model for supply base prediction using machine learning techniques and developed a web application for interactive data visualization.

Explore all my projects and contributions on my GitHub Projects.

Skills & Expertise

Languages

  • C
  • C++
  • Python
  • R
  • JavaScript
  • MySQL
  • PHP
  • Golang
  • Node.js
  • Scala

Software Tools

  • Axtria DataMax
  • Snowflake
  • Amazon S3
  • Apache Spark
  • IBM ILOG CPLEX
  • ProwessIq
  • Lingo
  • Arena
  • Anaconda
  • Jupyter Notebook

Libraries

  • Pandas
  • NumPy
  • Keras
  • TensorFlow
  • Scikit Learn
  • PyTorch
  • Matplotlib
  • Seaborn
  • Textblob
  • Gensim

Coursework

  • Optimization Methods in Finance
  • Financial Engineering
  • Supply Chain Management
  • Big Data Processing
  • Big Data Analysis
  • Product Development
  • Game Theory
  • Statistical Learning
  • Operations Research
  • Foundations of Digital Business

Contact Me

If you would like to get in touch or have any questions, feel free to connect with me on social media or via email. I'm always open to new opportunities and collaborations!