Hi, I'm Krishna Gupta and Welcome to my GitHub profile!
I'm currently a Pre-Final year undergraduate student at IIT Madras Zanzibar Campus, pursuing a B.S. in Data Science and Artificial Intelligence with a strong focus on Optimization, Data Analytics, and Applied Mathematics, Deep Learning, Natural language Processing and Computer Vision.
This space showcases my technical projects, models, and experiments that combine mathematical rigor with real-world problem solving across domains like:
- Business Data Analysis
- Optimization & Mathematical Modeling
- Data Visualization & Insights
- Vehicle Automation and Safety
- Speech and Emotion Detection which is beneficial to prevent frauds and help the differently able people
- Supply Chain, Operations, and Logistics Analytics
- Languages & Tools: Python, GNU Octave, SQL, Excel
- Visualization: Matplotlib, Seaborn
- Optimization: Linear Programming, Integer Programming, Simulation, Heuristics
- Other Skills: Statistical Analysis, Data Cleaning, Communication, Problem-Solving
- 🎓 BS in Data Science and Artificial Intelligence, IIT Madras Zanzibar Campus
- 📌 Focus Areas: Optimization, Statistics, Data Science, Machine Learning, NLP, DL, Time Series, Computer Vision and Operations Research
- 🧠 Strong foundation in Applied Mathematics & Problem Solving
| Project | Description |
|---|---|
| 🔗 CODING-SAMURAI | A curated set of coding challenges and solutions covering algorithms, data structures, and problem-solving techniques. |
| 🔗 Route Optimization | Developed a route planning and optimization system using real-world geospatial data to improve delivery efficiency. |
| 🔗 Human Emotion Recognition | Built a deep learning model to recognize human emotions from facial expressions using Logistic Regression. |
- 📧 Email: [zda23b011@iitmz.ac.in]
- 🔗 LinkedIn :[https://www.linkedin.com/in/krishna-gupta1502/]
“Passionate about using math, code, and data to solve impactful problems.”