Felix Kiprotich
Data Scientist
I am a passionate software engineer with a focus on AI, data science, and machine learning. I enjoy transforming complex data into actionable insights and deploying scalable machine learning solutions. With a strong background in web development and experience across the entire development lifecycle, I’m driven by the challenge of solving real-world problems using AI technologies. My goal is to bridge the gap between data-driven ideas and impactful solutions that can be deployed at scale, enhancing efficiency and innovation.
Careers
Junior Machine Learning Engineer
Omdena-Antananarivo Local Chapter
- Engaged with the Omdena-Antananarivo Local Chapter in a collaborative effort to combat fake job postings using Natural Language Processing (NLP) techniques.
- Conducted web scraping on platforms like Glassdoor and Indeed to gather a comprehensive dataset.
- Employed collaborative platforms such as GitHub and Trello to streamline project management and facilitate seamless communication among team members throughout the duration of the initiative.
Data Scientist Intern
Bharat Interns
- Built a customer attrition random forest model that improved monthly retention by 12 basis points for clients likely to opt-out
- Deployed the aforementioned projects on Hugging Face, enabling seamless access to the trained models
- Implemented customer attrition, reducing F1 Score by 10%
- Employed advanced machine learning techniques for Wine Quality Prediction, leveraging algorithms such as Random Forest, Gradient Boosting, and Neural Networks
Back End Intern Developer
Podii Company Limited
- Acquired working knowledge of Elixir, a functional, concurrent programming language known for its scalability and fault tolerance. Applied Elixir principles to explore and build performance-oriented applications, contributing to Podii’s tech stack expansion.
- Refactored and optimized the Ikuku system’s codebase to improve performance, maintainability, and scalability.
- Enhanced code readability and reduced technical debt by applying best practices in software engineering.
- • Developed and integrated a robust notification system into the Ikuku platform, enabling real-time updates for users.
- Designed the system to support various notification types (email, SMS, push) and ensured seamless communication
- through efficient API integrations.
- • Gained proficiency in Git for version control and collaboration, including branching, merging, and resolving conflicts.
- Utilized Git workflows to contribute effectively within a team environment and manage code versions for large-scale
- projects.
Education
Kabarak University
Bachelor of Science in Computer Science
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