🎓 M.Sc. Mathematics graduate with strong foundations in mathematical modeling, optimization, and computational methods.
💡 I leverage mathematics, statistics, and programming to build data-driven intelligent systems.
🌱 Currently strengthening expertise in Python, OOP, Data Science, and Machine Learning.
📌 Open to opportunities in Data Science, ML, AI, and Analytics roles.

Python • R • SQL • MATLAB • R Programming

NumPy • Pandas • Scikit-learn • TensorFlow • PyTorch • Matplotlib

• Data Analysis & Visualization
• Predictive Modeling
• Optimization Techniques
• Mathematical Modeling
• Machine Learning

• Mathematical modeling & numerical simulations in biomedical applications
• PDE-based heat transfer modeling in biological tissues
• Applied computational & interdisciplinary problem-solving techniques

Coursera
Exploratory data analysis of retail transaction data to identify purchasing trends and customer behavior.

🔧 Tools: Python, Pandas, Matplotlib, Seaborn
🔗 https://github.com/Isha1600/Online_Retail_EDA

Coursera
Forecasted bikeshare demand using time series models in R to analyze usage patterns and predict future demand.

🔧 Tools: R, Time Series Modeling, Data Visualization
🔗 https://github.com/Isha1600/Bikeshare-Demand-Forecasting

Master’s Dissertation – JIIT
Developed an optimization framework using interval analysis and gradient-based techniques for decision-making under uncertainty.
Tools: Python, MATLAB

Research – IIT Indore
Built PDE-based models simulating temperature distribution in biological tissues under electromagnetic exposure for hyperthermia optimization.
Tools: MATLAB

DeepLearning.AI – Coursera
Implemented fine-tuning techniques for Large Language Models (LLMs) using custom datasets to improve task-specific performance.

🔧 Tools: Python, TensorFlow, PyTorch, NLP
🔗 https://github.com/Isha1600/LLM-Finetuning

• Object-Oriented Programming (OOP)
• Advanced Python & Problem Solving
• Data Science Foundations
• Machine Learning Theory & Implementation

• End-to-End Machine Learning Pipeline
• Optimization-Based ML Model
• NLP with Transformer Models
• Applied Mathematical Modeling in AI

• Machine Learning – Stanford & DeepLearning.AI
• Python for Data Science, AI & Development – IBM
• Power BI & SQL Essential Training – LinkedIn Learning
• AI for Entrepreneurship – Intel & NSDC

📧 Email: ig.ishagupta.16@gmail.com
🔗 LinkedIn: linkedin.com/in/isha-gupta0106
🔗 GitHub: github.com/Isha1600

⚡ “I build systems where mathematics meets intelligent computation.”