FREDRICK ADHING'A

Machine Learning Engineer & Full-Stack Developer

Building intelligent solutions with data science, machine learning, and web development

Contact Me View My Work
Fredrick Adhing'a

About Me

I'm a Machine Learning Engineer and Full-Stack Developer with expertise in AI, NLP, and data science.

With experience in developing intelligent systems and web applications, I specialize in creating solutions that leverage the power of machine learning and modern web technologies. My passion lies in building practical AI applications that solve real-world problems.

I enjoy working with Python, TensorFlow, PyTorch, Django, and various cloud platforms to deploy scalable and efficient solutions. My background in both software development and machine learning allows me to bridge the gap between data science and production engineering.

LinkedIn GitHub

Education & Achievements

BSc in Computer Technology

Meru University of Science and Technology | 2019 - 2023

Microsoft Game of Learners Season 4 Winner

Led the development of an award-winning medical language translator application using Django and fine-tuned NLLB open-source model.

Google Crowdsource ML Facilitator

Facilitated Crowdsource ML events and tutored learners on Machine Learning and data science.

Professional Experience

Machine Learning Engineer

Oxygene | Aug 2024 - Mar 2025

  • Developed, optimized, and implemented machine learning models and algorithms
  • Fine-tuned models for sentiment analysis, topic classification, and market analysis
  • Designed scalable ML infrastructure and data pipelines to process large volumes of data
  • Developed and optimized large language models (LLMs) for text analysis

Full-stack Developer

Update Your Resume | Nov 2023 - July 2024

  • Built backend and frontend using Django and OpenAI APIs
  • Designed and implemented critical prompts to run the application
  • Deployed code to Heroku and managed files using Azure Storage Blob
  • Integrated payment subscriptions using Paystack's APIs

Data Scientist

iLab Africa | June 2022 - Dec 2022

  • Developed and deployed ML/DL models using TensorFlow, PyTorch, and Scikit-learn
  • Created visualizations and interactive dashboards with Power BI and Excel
  • Automated data analysis workflows with Python scripts
  • Delivered data-driven proof-of-concept solutions for real-world problems

Technical Writer

Freelance | Feb 2021 - Present

  • Write tutorials and technical articles on data science, ML, DL, DevOps, and MLOPs
  • Create comprehensive guides on Python programming and AI technologies
  • Develop educational content for developers and data scientists
  • Portfolio: github.com/FREDERICO23

Skills & Technologies

Programming & Languages

Python
R
JavaScript
HTML/CSS
SQL

Web Development

Django
Django REST
Flask
FastAPI
RESTful API Design
Bootstrap

Data Science & ML

TensorFlow
PyTorch
Scikit-learn
Keras
Natural Language Processing
Large Language Models
Computer Vision
Apache Spark
Data Analysis

Databases & Storage

SQL Databases
NoSQL Databases
MongoDB
PostgreSQL
MySQL

DevOps & Cloud

Docker
Kubernetes
CI/CD
AWS
Azure
Google Cloud Platform
Heroku

Visualization & Reporting

Power BI
Tableau
Streamlit
Matplotlib
Seaborn
Plotly

Featured Projects

SaaS
ResumeOw

ResuMeow.com

An everything app for resumes that helps users create, optimize, and track their job applications with AI assistance.

Django, OpenAI API, Azure, Paystack

Visit Site Case Study
SaaS
TrendScribbr

TrendScribbr.com

Platform that converts trending social conversations into engaging content for businesses and content creators.

Python, NLP, React, Social Media APIs

Visit Site Case Study
SaaS
RubyNannies

RubyNannies.com

Platform that connects qualified nannies with employers seeking reliable childcare services through AI-powered matching.

Django, ML, Matching Algorithms, Payment Integration

Visit Site Case Study
Open Source
Docling OCR

Docling OCR Package

Python package for OCR processing tailored specifically for document understanding with enhanced accuracy for forms and structured documents.

Python, OCR, Computer Vision, ML

PyPI Package GitHub
Open Source
LUCY

LUCY - Linked Unit for Career Yield

An open-source, military-inspired swarm of AI agents that finds and applies for jobs on your behalf — powered by your resume and personal preferences. LUCY automatically searches job boards, customizes applications, and manages the entire job hunt process.

Python, LLM Agents, Automation, Job APIs

Live Demo GitHub
Client
Nelly Gichobi

NellyGichobi.com

Personal branding website for a professional speaker and coach with content management and event booking functionality.

WordPress, Custom Theme, Booking System

Visit Site Case Study
Client
YDC Liberia

YDCLiberia.org

Non-profit organization website with donation processing, event management, and volunteer coordination features.

Django, Payment Gateway, CMS

Visit Site Case Study
Winner
Jambocare

Jambocare

A healthcare language translation app that breaks barriers in medical communication across different languages.

Microsoft Game of Learners (GOL)

View Demo GitHub
1st Runner-up
Ambulo

Ambulo

Application linking patients with ambulances in emergency situations for faster response times.

Lakehub Innovation Hackathon

View Demo GitHub
Finalist
KenyaDelivers

KenyaDelivers

A government all-services access gateway that centralizes public service delivery for citizens.

Meru University Innovations Hackathon

View Demo GitHub
Participant
LONA

LONA

Learning On Natural Audio - a personalized learning app that allows students to learn using their favorite teacher's voices.

Lablab AI Hackathon

View Demo GitHub

Publications

2025 Feb

Understanding Large Language Models: A Developer's Guide

A comprehensive guide to how LLMs work, their applications, and how developers can integrate them into their projects.

Published in: Towards Data Science

Read Article
2024 Nov

Building Scalable ML Systems with Django and TensorFlow

A technical tutorial on integrating TensorFlow models with Django applications and deploying them to production environments.

Published in: Real Python

Read Article
2024 Sep

The Future of Natural Language Processing in African Languages

An exploration of challenges and opportunities in developing NLP models for underrepresented African languages.

Published in: AI for Africa Journal

Read Article
2024 Jul

From Theory to Practice: Implementing MLOps in Startups

A practical guide to implementing MLOps practices in resource-constrained startup environments.

Published in: Medium - Towards AI

Read Article

ML Playground

Explore interactive demos of my machine learning models and experiments

Sentiment Analyzer

Analyze the sentiment of any text in real-time using a fine-tuned BERT model.

Image Classifier

Test a custom image classification model on your own images.

Chatbot Demo

Interact with a fine-tuned LLM chatbot designed to answer questions about machine learning.

More interactive demos are being developed. Check back soon for updates!

Get In Touch

Email

adhingafredrick@gmail.com

LinkedIn

linkedin.com/in/adhingafredrick

GitHub

github.com/FREDERICO23

Send Me a Message