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Hacking the simulation
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Hacking the simulation

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Marlonl254/README.md

πŸ‘‹ Hi there, I'm Marlon Macharia

Backend Software Engineer | Python Specialist | Data Analytics Practitioner

I’m a backend-focused software engineer with a strong specialization in the Python ecosystem, particularly Django-based backend systems. I design and build scalable backend application logic, architect production-ready systems, and use data analytics to solve real operational and business problems.

Alongside Python, I’m currently learning Go, focusing on performance-oriented backend services and deeper system-level design.


βš™οΈ Engineering Philosophy

My approach to engineering is grounded in first-principles thinking β€” breaking problems down to what actually matters, eliminating unnecessary complexity, and building only what moves the system forward.

I believe in:

  • Shipping early and often over over-engineering
  • Building fast, then iterating based on real usage
  • Testing assumptions in production, with proper monitoring and rollback strategies
  • Simple systems that evolve, rather than perfect systems that never ship
  • Engineering as a feedback loop, not a one-time design exercise

🐍 Backend Engineering (Python-Centric)

Python is my primary language and the foundation of most systems I build:

  • Django – Core framework for business-critical backend systems
  • REST APIs – Authentication, authorization, permissions, and domain-driven logic
  • Backend Architecture – Modular apps, service layers, and reusable components
  • Performance & Stability – Query optimization, caching, background tasks

πŸ“Š Data Analytics & Business Intelligence

I combine backend engineering with data analytics to improve systems and operations:

  • SQL – Reporting, analytics, and performance tuning
  • Python Data Stack – Pandas, NumPy
  • BI Tools – Power BI, Tableau
  • Jupyter – Exploratory analysis and prototyping

πŸ—οΈ Currently Building

β—‰ CBC AI β€” Lead Software Engineer

I’m leading the engineering of CBC AI, a platform focused on optimizing Kenyan school operations end-to-end.

We are building systems that cover:

  • Academic management β€” curriculum, assessments, performance tracking
  • Financial operations β€” fees, payments, reporting, and reconciliation
  • Operational systems β€” including low-level Biometric and RFID-based solutions
  • Backend services & APIs designed to scale across multiple institutions

πŸ“« Connect with Me

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