Saarthak Saran
Data Science Enthusiast
Transforming complex data into actionable insights through advanced analytics and machine learning
About Me
So, I'm a data science student at IIT Madras, which is a fancy way of saying I like to take things apart and build them back together with code. Sometimes that means building a whole website for booking movie tickets, and other times it means getting my hands dirty with complex machine learning models at IISc. I recently decided to tinker with economic data, and it turns out figuring out why people buy stuff is a really fascinating puzzle.
Skills & Expertise
- Python
- Machine Learning
- TensorFlow
- Analytics
- Power BI
- Flask
- Vue.js
Professional Experience
Indian Institute of Science
June - Sep 2023Conducted research on Helmholtz equation using Physics Informed Neural Networks (PINNs), applied neural networks to solve PDEs, engineered custom loss functions to optimize model performance and accuracy.
Bhargava Phytolab
Feb 2022Created comprehensive visualizations using Matplotlib, Seaborn, Plotly, executed data profiling with Power BI, gained workflow management experience with Adobe Workfront for enhanced project coordination.
Key Achievements
Featured Projects
Showcase of technical skills and problem-solving abilities through detailed project case studies with clear outcomes
Marginal Propensity to Consume Analysis
Conducted end-to-end econometric analysis using Python, performed statistical analysis with distribution fitting, estimated robust MPC of 0.58-0.62.
Ticket-Show Application
Full-stack movie booking app with admin/user interfaces, secure authentication, Flask backend, Vue.js frontend.
Pharma Sales Analysis
Comprehensive business analysis increasing sales by 1.25x, data-driven strategies, Power BI implementation.