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ejaz uddin

@ejazuddin

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Data Scientist skilled in AI-based classification and prediction systems.

Pakistan

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What I'm looking for

I am looking for a collaborative environment that values innovation and offers opportunities for growth in AI and machine learning.

I am a Data Scientist with a Master’s in Communication and Information Systems and over a year of hands-on experience in developing AI-based classification and prediction systems. My expertise lies in utilizing machine learning tools to create and optimize classifiers, preprocess data, and analyze large datasets to uncover patterns and solutions. I have successfully developed real-world projects, including a PDF-based AI chatbot and a customer churn prediction application, showcasing my ability to solve real problems using modern AI tools.

In my recent role at Bit&Byte Technologies, I have been actively involved in enhancing data collection procedures and validating data integrity for analysis. My previous experience as a Research Assistant at Kunming University of Science and Technology allowed me to work on various machine learning algorithms, improving their accuracy and implementing audio classification systems. I am passionate about leveraging my skills in Python, FastAPI, and Streamlit to build innovative solutions that drive business success.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Bit&Byte Technologies PVT Ltd

Jan 2024 - Present (1 year 5 months)

Used machine learning tools to select features, create, and optimize classifiers. Carried out preprocessing of structured and unstructured data, enhancing data collection procedures for analytic systems.

Machine Learning Classifier Optimization Data Analysis

Network Engineer

Agro Processors and Atmospheric Gases PVT LTD

Feb 2014 - Present (11 years 4 months)

Designed and implemented network systems, ensuring their monitoring and maintenance. Provided support, including procedural documentation and relevant reports, and secured network systems by establishing and enforcing policies.

Maintenance Routing Switching Network Security

Education

Degrees, certifications, and relevant coursework

Kunming University of Science and Technology (KUST)

Master of Engineering, Communication and Information Systems

Grade: 3.31 GPA

Conducted extensive research on machine learning algorithms including SVM, KNN, Random Forest, ANN, and CNN, focusing on improving CNN accuracy with a novel FECA-CNN model. Applied these algorithms to audio classification, involving data cleansing, preprocessing, and feature extraction. Utilized data science and statistical techniques to complete the master's thesis.