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Edwin123-liprof/README.md

Hi, I'm Edwin Silayo πŸ‘‹

Data Science Student Β· Digital Marketer Β· Aspiring Data Scientist
πŸ“ Dar es Salaam, Tanzania Β· 🌍 Open to Remote Opportunities

Portfolio Email


About Me

I'm a Data Science & Analytics student at EASTC (Eastern Africa Statistical Training Center) and a software development trainee at Power Learn Project Academy, currently bridging the gap between data science and real-world business problems in Tanzania.

My work sits at the intersection of data, communication, and impact β€” I've spent 3+ years in digital marketing, customer success, and community leadership, and I'm now channeling that experience into data-driven solutions.

Currently building: an ML-powered SME credit risk assessment system for Tanzanian small businesses using Python, Scikit-learn, Flask, and PostgreSQL.


πŸ›  Tech Stack

Data & ML
Python Scikit-learn Pandas NumPy

Backend & Database
Flask PostgreSQL

Frontend & Design
HTML5 CSS3 JavaScript Adobe Photoshop

Tools & Platforms
Git Vercel VS Code


πŸš€ Featured Projects

🏦 SME Credit Risk Assessment System (In Progress)

ML-powered credit scoring for Tanzanian small businesses β€” addressing the gap in financial inclusion for SMEs that lack formal credit histories.

  • Models: Logistic Regression, Random Forest
  • Stack: Python Β· Scikit-learn Β· Flask Β· PostgreSQL
  • Methodology: Design Science Research (DSR)
  • Architecture: Three-tier web application with REST API

πŸ“’ #SayNoToSexualHarassment Campaign

Social impact initiative co-led through The Changemakers Foundation.

  • Reached 1,000+ youths across 20+ countries
  • Visited 10+ public schools in Arusha
  • Distributed 1,000+ book copies to students

πŸŽ“ Education

Degree Institution Period
B.Sc. Data Science & Analytics EASTC, Dar es Salaam 2023 – Present
Software Development Power Learn Project Academy 2024 – Present
Advanced Certificate (A-Level) The School of St. Jude, Arusha 2021 – 2023

πŸ’Ό Experience Highlights

  • Customer Success Manager β€” StratDev Digital Marketing (2024 – Present)
    Data-driven strategy across SEO, social media, and email marketing for SaaS clients.

  • Customer Service Supervisor β€” PigaBet (2024 – Present)
    Cross-functional collaboration; brand ambassador and retention lead.

  • Co-founder β€” The Changemakers Foundation (2020 – 2022)
    Led programs reaching 1,000+ youth across 11 countries.


Available for internships, collaborations, and entry-level data roles.

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