Welcome to the portfolio of Tazkera Haque , an astrophysicist turned data scientist.
You will explore the unique intersection of space and data, where complex algorithms meet the cosmos. Dive in to see the universe through the lens of data
In the realm of data, I dig deep into datasets using tools like Python Scikit-Learn and AutoML on clouds, unearthing patterns and essential insights. Recognizing connections, correlations, and meaningful trends is my daily routine. These discoveries aren’t kept in jargon; I simplify and showcase them visually so that everyone, from fellow scientists to stakeholders, can grasp their significance. With the aid of tools like Scikit-learn, I pick out the most relevant data points for creating predictions. My toolkit is vast, including DeepLearning and Neural Networks powered by TensorFlow. That means constant tinkering and experimenting to ensure the highest levels of accuracy and robustness in the predictions.
I'm a Data Scientist with a specialization in Healthcare and Finance Data with Machine Learning, backed by a Master's degree in Computational Astrophysics. My 3+ years of experience as a front end developer and game developing curriculum designer have been dedicated to igniting curiosity and fostering analytical thinking. Beyond work, I'm a proud mom, loving wife, and an enthusiast of travel, embracing the joy and adventure that comes with exploring new horizons.
Explore a curated showcase of my recent endeavors in data science and game development. Please take a moment to explore and indulge in the fusion of technology and imagination that defines my work.
From Data Engineering to Deployment: Mastering End-to-End Classification Models with AWS SageMaker
Building and Fine Tuning a Large Language Model with Generative AI: From RNN & LSTM to FLANT5 & GPT
Predicting the Unpredictable: A Data-Driven Approach to Arresting Customer Churn in Banking
Revolutionizing Medical Diagnosis: A Cutting-Edge AI Chest X-ray Classifier for the Future of Healthcare
A Comprehensive AWS Cloud-based Case Study: Transforming Women's Clothing Reviews into Data Science Gold
Detecting Anomalies in Server Behavior Using Gaussian Models: Unsupervised Learning for Infrastructure Monitoring
Teaching Machines to Read Our Scribbles: A Journey Through Machine Learning and Neural Networks
The Next Frontier in Text Summarization: Fine-tuning Large Language Models using Falcon-40b with QLoRA on Amazon SageMaker
Embracing the Power of Machine Learning for Early Breast Cancer Detection: Supporting Women through Technology
Double-degenerate Carbon–Oxygen and Oxygen–Neon White Dwarf Mergers: A New Mechanism for Faint and Rapid Type Ia Supernovae
Cracking the Code of Microchip Quality: An in-depth exploration of data science in microchip quality assurance.
Logistic Regression in University Admissions: Data Science Meets Higher Education
Unlocking Business Success: How Simple Linear Regression Can Predict Restaurant Profits Based on City Population!
Better Sleep for Women: How to Leverage the Bellabeat Leaf for a Healthier Night's Rest
Dive deep into the immersive world of games I've crafted. Experience, enjoy, and let your imagination soar.
Flappy Bird: Tap and navigate through challenging obstacles. How far can you go?
Step into the arena with AI Pong and test your mettle. Ready for the challenge?
If you prefer, you can also contact me on LinkedIn.
Interested in learning more about my professional journey?