Hi! I'm Hassan Farid!
A python developer, machine learning enthusiast and data scientist
Hi! I am Hassan.
I am a data scientist in practice skilled in Data Mining, Data Cleaning, Data Transformation, Data Visualization, Model Engineering and Automation Scripting, with Python and SQL at the center of it.
I have graduated from NED University, Karachi, Pakistan just recently in October 2022 and in my Bachelor
years have implemented various data analysis and machine learning projects. I also have a knack for integrating different technologies to maximize their outcome. Aside from programming and computer science. I have a deep interest in mathematics, problem solving, reading books and teaching others.
Technical Skills
Need to get insights from your data? I have got you covered!
I am experienced with cleaning, processing and analyzing data as well as using it to predict future outcomes
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Data Mining
I make use of Numpy, Pandas and MySQL to mine valuable insights and provide a better understanding of the data
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Data Visualization
Using Matplotlib and Seaborn packages, I prepare aesthetic visuals to deliver valuable information from the data
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Machine Learning
The various features of Scikit-Learn package and Keras API allow me to model highly efficient ML/DL models
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Automation Scripting
I love automating use cases and do my best to exploit the relevant functionalities that can be automated via Python
BLOG
I write stories based on my vast skillset. Articles related to data science and python are my forte.
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Overview of NLP Pre-processing Techniques
Text Preprocessing is one of the essential stages in training a Natural Language Processing (NLP) based machine learning model. Text Preprocessing allows processing the textual data and retrieval of a representation of textual data that is well-suited for the machine learning model being implemented...
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Overview of the Machine Learning Pipeline
Machine Learning is topping charts in terms of popularity nowadays, with the progress of AI-based art using generative image models, auto-transcribing of audios via speech-to-text systems, and general-purpose usage of LLMs to answer queries from large sets of passages, etc. With this trend in motion...
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Projects
I have worked on variety of data analysis, machine learning and python scripting projects
Old Degraded Document Restoration
Application to remove degraded patterns from scanned images of documents (in PDF format) using Deep Convolutional GAN. The application uses a Flask REST API and Keras for model implementation.
Driver-Drowsiness-Detection System
Implemented a drowsiness detection system with an auto-alarm alert using OpenCV, Keras and stream-lit, which uses computer vision to analyze the Eye Aspect Ratio and rings the alarm accordingly.
Job Scrapper
A simple command line tool that uses Beautiful Soup to fetch data from Linkedin Job Platform, extracts the useful information with the help of preprocessing and returns the result in a prettified manner.
Urecipy
A stream-lit application to generate recipe cards with ingredients and procedure of a certain recipe uploaded on YouTube. The application uses Whisper to transcribe audio into text and GPT-3 programming to extract the relevant information.
Northwind Database Analysis
Mined insights from Microsoft's Northwind Traders Database using MySQL DML operations and visualized the results with the help of Microsoft PowerBI Desktop.
Car Dealership Sales Prediction
Implemented a sales prediction model for an old car dealership. The analytical insights were gathered using Numpy, Pandas, Matplotlib and Seaborn, whereas Scikit-Learn was used for model development.
Contact Me
Feel free to contact me for any question related to my skillset. If you want to follow my work, reach me on Linkedin. Otherwise, send me an email at hassanfaridghori@gmail.com.
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