Summary#

Expert-level Python developer with 5 years of experience across backend development, data science, machine learning, and bioinformatics.

How I Apply This Skill#

• Trained machine learning models using scikit-learn, TensorFlow, and PyTorch for classification, regression, and neural networks
• Performed healthcare analysis on COVID-19 data, resulting in 3 IEEE publications
• Developed bioinformatics algorithms including KMP pattern matching and ClustalW multiple sequence alignment
• Created comprehensive test suites with Unittest achieving 95% backend coverage on Study Buddy
• Integrated Python backend with DBMS using secure methods like parameterized queries, input validation, and prepared statements

Key Strengths#

• Data Science Stack: pandas, NumPy, Matplotlib, Seaborn for EDA and visualization
• Machine Learning: scikit-learn, TensorFlow, PyTorch for model training and evaluation
• Database Integration: raw SQL with parameterized queries
• Testing & Quality: Unittest, pytest, comprehensive documentation

Related Projects#

• Study Buddy - An Academic Companion
• CIFAR-10 Image Classification
• Recognizing Temporal Petterns using an Echo State Network
• Multiple Sequence Alignment with Custom ClustalW Implementation
• Comparing Pattern Matching Algorithms on the Sorangium Cellulosum Genome
• Exploratory Data Analysis on Beers & Breweries Datasets
• Titanic Survival Prediction
• Classifying Digits with Logistic Regression