John Misiko
Information Technology at Carnegie Mellon University Africa
Rwanda
Hi, I'm John Misiko!
Data Scientist at Pavicon Kenya Limited
I am excited to apply for positions in machine learning, data science, and geospatial data analysis. As a Master’s student in Information Technology at Carnegie Mellon University Africa, specializing in Machine Learning and Data Science, I am eager to leverage my technical expertise and passion for data-driven solutions in a dynamic environment. Throughout my academic journey, I have developed strong skills in machine learning, deep learning, mobile data analytics, and data engineering. I have successfully constructed and implemented various machine learning and deep learning models, honing my ability to tackle complex problems and extract actionable insights from diverse datasets. My interest in geospatial data analysis has further enhanced my understanding of how geographical insights can inform decision-making and drive innovation. Collaboration and teamwork are central to my approach, and I thrive in environments that value diverse perspectives. I am detail-oriented and dedicated to delivering high-quality results, ensuring that my analyses are thorough and impactful. My analytical mindset, coupled with a strong commitment to problem-solving, positions me well to contribute effectively to your team. I have attached my application for your review and am excited about the prospect of bringing my skills in machine learning, data engineering, and geospatial analysis to your organization. Thank you for considering my application. I look forward to the opportunity to discuss how I can support your team’s success.
Experience
Pavicon Kenya Limited
Data Scientist
March 2022 - April 2024
• Implemented machine learning algorithms for predictive modeling, optimizing supply chain operations, and reducing costs by 20% • Created and deployed end-to-end machine learning pipelines using Python and TensorFlow, improving model scalability and performance. • Utilized unsupervised learning algorithms (e.g., clustering) to segment customers, leading to more personalized marketing strategies. • Collaborated with data engineering teams to design and maintain scalable data pipelines for real-time analytics using Apache Spark and Hadoop • Led the development of deep learning models to process and analyze satellite imagery, improving land use classification accuracy by 25%. • Applied geospatial data science techniques using GIS tools (QGIS, ArcGIS) to analyze spatial patterns and enhance decision-making for our primary client, Safaricom PLC. • Foreseeing and solving project problems in consultation with our main partner, Safaricom PLC. • Conducted A/B testing and user analysis to optimize product features and improve customer retention rates • Managed end-to-end product lifecycle for a data-driven customer analytics platform, from ideation to launch, working closely with engineering, marketing, and sales teams
Education
Information Technology
Carnegie Mellon University Africa
Graduating in 2026
Certificates & Badges
No certificates or badges added
Projects
No projects added
Languages
English
Professional
Skills
Machine Learning
Data Science
Python
R
Java
Kali Linux
Deep Learning Algorithms
Geospatial Analysis
Data Visualization
Git
Big Data Engineer
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