Open to opportunities

AYEBAZIBWE ISHMAEL

@ayebazibweishmael

Message

Machine Learning Engineer and Data Scientist with strong analytical skills.

Uganda

Message

What I'm looking for

I am looking for opportunities that foster innovation and allow me to grow my skills in machine learning and data science.

I am a dedicated Machine Learning Engineer and Data Scientist based in Kampala, Uganda, with a strong foundation in data analysis and machine learning techniques. My experience includes developing web applications using Flask and implementing machine learning models to extract valuable insights from data. I have successfully worked on various projects, including real-time air quality data visualization and Twitter data analysis, which have honed my skills in Python, data modeling, and predictive analysis.

Currently, I serve as a Research Assistant at Chimp Trust, where I have developed and implemented data collection methods that significantly improved the efficiency of behavioral data acquisition. My analytical skills have enabled me to design data cleaning models achieving 90% efficiency, providing valuable insights for research initiatives. I am passionate about leveraging technology to solve complex problems and contribute to impactful projects.

Experience

Work history, roles, and key accomplishments

Current

Machine Learning Engineer

Current

ChimpTrust

Jan 2023 - Present (2 years 5 months)

As a Research Assistant, I developed and implemented data collection methods, significantly improving the efficiency of chimpanzee behavioral data acquisition. I designed data cleaning models that achieved 90% efficiency, optimizing the processing of behavioral datasets and conducted in-depth analysis and visualization of the data.

Data Collection Data Cleaning Data Analysis Data Visualization Python Pandas NumPy Machine Learning Research

Pump Attendant Supervisor

Meru Petroleum

Jun 2023 - Jul 2023 (1 month)

Extracted and identified key insights from sales data, contributing to data-driven decision-making. Visualized sales and fuel sales data for streamlined reporting, enhancing dashboard clarity and usability, and cleaned and ingested data from diverse storage sources.

Sales Data Analysis Data Visualization SQL Excel Data Integrity Reporting Data Cleaning

Data Scientist

Twitterds

May 2023 - Jun 2023 (1 month)

Executed a data science project that utilized the Tweepy API to efficiently retrieve and manage Twitter data. Developed interactive visualizations with Flask to dynamically display and analyze tweet content and applied Natural Language Processing (NLP) techniques to predict and classify tweet authors.

Tweepy Flask NLP Data Visualization Python Machine Learning

Data Scientist

Air Quality Cloud

Apr 2023 - May 2023 (1 month)

Developed a robust platform leveraging APIs to extract and store real-time air quality data for specific cities from an open-source air quality database. Implemented Flask to design and route a dynamic dashboard, enabling seamless display and analysis of air quality metrics.

APIs Flask Data Analysis Python Dashboard Development Data Visualization

Data Scientist

Bandersnatch Project

Jan 2023 - Apr 2023 (3 months)

Developed a web app platform utilizing Flask framework to extract and store randomly generated data. Implemented MongoDB operations that produce real-time visualization to the dashboard and applied linear regression techniques to build and tune a machine learning model based on the random data produced.

Flask MongoDB Python Data Visualization Machine Learning Web Development