Ishmam Fardin
Data Science Fellow at CUNY Tech Prep- Claim this Profile
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Bio
Experience
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CUNY Tech Prep
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United States
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Higher Education
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1 - 100 Employee
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Data Science Fellow
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Aug 2023 - Present
- Selected for a competitive data science fellowship with students from 11 CUNY senior colleges where Fellows create technical projects using tools such as Python 3, Jupyter Notebooks, Pandas, Numpy, Scikit-learn, and SQL - Learn industry best practices for exploratory data analysis (EDA), feature engineering, data collection and processing, statistical modeling, data visualization, machine learning techniques, data science process, and big data - Selected for a competitive data science fellowship with students from 11 CUNY senior colleges where Fellows create technical projects using tools such as Python 3, Jupyter Notebooks, Pandas, Numpy, Scikit-learn, and SQL - Learn industry best practices for exploratory data analysis (EDA), feature engineering, data collection and processing, statistical modeling, data visualization, machine learning techniques, data science process, and big data
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Live Proxies
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United States
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Technology, Information and Internet
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1 - 100 Employee
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Administrative Assistant
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Jan 2021 - Present
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Research Intern
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Mar 2023 - Aug 2023
- Utilized machine learning to prognose Alzheimer's disease in patient data sets accurately (Numpy, Pandas) - Trained and fine-tuned a Tensorflow model until accuracy of predicting the slope of cognition decline improved from an average percent error of 121.54% to 18.8% as measured by a “Leave One Out Cross Validation” script - Wrote and presented an extensive research paper that included visualized results (Matplotlib, TexStudio) - Utilized machine learning to prognose Alzheimer's disease in patient data sets accurately (Numpy, Pandas) - Trained and fine-tuned a Tensorflow model until accuracy of predicting the slope of cognition decline improved from an average percent error of 121.54% to 18.8% as measured by a “Leave One Out Cross Validation” script - Wrote and presented an extensive research paper that included visualized results (Matplotlib, TexStudio)
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Algorand Foundation
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Singapore
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IT Services and IT Consulting
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1 - 100 Employee
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Research Intern
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Jun 2023 - Jun 2023
- Created private Ethereum blockchain, and multiple nodes within it that worked together to mine Ethereum - Generated, distributed, and traded a token/asset on the Algorand network automatically using Python - Brainstormed and researched a solution that utilized blockchain to solve a supply chain issue - Created private Ethereum blockchain, and multiple nodes within it that worked together to mine Ethereum - Generated, distributed, and traded a token/asset on the Algorand network automatically using Python - Brainstormed and researched a solution that utilized blockchain to solve a supply chain issue
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Research Foundation of The City University of New York
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United States
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Education Administration Programs
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700 & Above Employee
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Intern
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May 2023 - May 2023
Programmed drones to fly towards a jammer autonomously by implementing a Python script that connects to a Lora device and distinguishes between a Lora device and a GPS device (subprocess, pySerial) Programmed drones to fly towards a jammer autonomously by implementing a Python script that connects to a Lora device and distinguishes between a Lora device and a GPS device (subprocess, pySerial)
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Education
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The City College of New York
Bachelor of Science - BS, Computer Science -
Brooklyn Technical High School