I am passionate about unlocking the true potential of data through Python-driven Data Science and Machine Learning. Let me share with you a story that illustrates why these skills matter and the difference they can make.
A few years ago, I joined a team that was struggling to make sense of their vast amounts of customer data. They had collected years' worth of information, but were unable to extract meaningful insights or use it to drive business strategies. This is where my expertise in Python Data Science and Machine Learning came into play.
Using Python's robust libraries, such as Pandas and NumPy, I embarked on a journey to preprocess, clean, and transform their data. By harnessing the power of Scikit-learn, I crafted and fine-tuned Machine Learning Models specifically tailored to their unique needs
I am passionate about unlocking the true potential of data through Python-driven Data Science and Machine Learning. Let me share with you a story that illustrates why these skills matter and the difference they can make.
A few years ago, I joined a team that was struggling to make sense of their vast amounts of customer data. They had collected years' worth of information, but were unable to extract meaningful insights or use it to drive business strategies. This is where my expertise in Python Data Science and Machine Learning came into play.
Using Python's robust libraries, such as Pandas and NumPy, I embarked on a journey to preprocess, clean, and transform their data. By harnessing the power of Scikit-learn, I crafted and fine-tuned Machine Learning Models specifically tailored to their unique needs.
But it wasn't just about the technical aspects. I firmly believe that data should be presented in a way that resonates with people. That's why I made exploratory data visualization a core part of my process, utilizing tools like Matplotlib to present insights that were not only visually appealing but also actionable.
Machine Learning InternshipMachine Learning Internship
National Engineering and Scientific Commission (NESCOM) · InternshipNational Engineering and Scientific Commission (NESCOM) · InternshipAug 2023 - Oct 2023 · 3 mosAug 2023 - Oct 2023 · 3 mosIslamabad, Pakistan · RemoteIslamabad, Pakistan · Remote
Project Title: Natural Language Based News Feed System
Prog Language: Python
Packages: scikit learn, panadas, numpy, matplotlib, open CV, Skimage
Experience: Natural Language Based News Feed System
Summary:
Directed the implementation of a strategic initiative to classify steganography images using a Naive Bayes model. Curated and analyzed a dataset of 20,000 images, converting 10,000 into steganography format. Achieved highly accurate predictions for steganography images through optimized data analysis techniques.
Responsibilities:
- Downloaded and curated a comprehensive dataset of 20,000 images for analysis
- Converted 10,000 images into steganography format to create a robust training set
- Conducted in-depth data analysis on steganography images to identify patterns and features
- Directed the implementation and fine-tuning of a Naive Bayes model for classification
- Optimized data analysis techniques to significantly improve the accuracy of steganography image predictio