Python
Primary language
ML / AI ENGINEER · STUDENT
ISAIAH
KOLAWOLE.
ML/AI engineer.
Student at Nile University.
I work with Python to build forecasting tools, code assistants, and computer-vision apps. Here’s what I’ve built and how I tested it.
View my portfolio profile CANVAS STUDY / 01
NODES & CONNECTIONSMOVE YOUR POINTER
400 LEVEL · NILE UNIVERSITYSCROLL TO EXPLORE
01 / ABOUT MENILE UNIVERSITY · 400 LEVEL
A bit
about me.
I’m Isaiah, a 400-level student at Nile University. I’m focused on machine learning and building applications around it.
My projects cover forecasting, searching code with local AI, and spotting unusual regions in images. I like taking an idea far enough that someone else can try it.
That means working on the data, the model, and the interface. I share the code and test results, including the parts that still need work.
Take a look at the work02 / THE TOOLKITTOOLS USED IN THESE PROJECTS
What I
work with.
Tools I’ve used in these projects, plus a few I want to learn next.
PROJECT USE Demonstrated in the featured projects.TO EXPLORE Suggested next steps.
SQL & PostgreSQL
Data querying & modelling
Pandas & NumPy
Analysis & computation
Statistics
Descriptive analysis & trends
Scikit-learn
Classical machine learning
PyTorch
Deep learning
Time Series
Forecasting & backtesting
Model Evaluation
Metrics & validation
Hugging Face
Transformers & NLP
LLMs & Prompting
Generative applications
RAG & Embeddings
Retrieval & vector search
Responsible AI
Grounding & human review
FastAPI
Model serving & APIs
Docker
Reproducible environments
Git & GitHub
Version control & CI
Streamlit
Interactive data apps
Showing all 16 skills.
03 / SELECTED WORKDEMOS, CODE & RESULTS
My
projects.
Explore GitHub 
INTERACTIVE ANALYTICS DEMOView full size ↗Health Programme
Analytics
A Python pipeline for checking synthetic facility reports and comparing service-volume forecasts. Includes a dashboard and an AI-assisted reporting workflow.
216Expected facility-months
3Forecast methods compared
27.38Best holdout MAE · doses
Recorded results from synthetic data. Nine complete holdout months; independent validation still needed.
INTERACTIVE SOURCE EXPLORERView full size ↗GitHub
Code Chat
A local assistant for exploring a codebase. It searches with keywords and embeddings, shows the relevant source, and uses Ollama to explain it.
MODEL INSPECTION WORKSPACEView full size ↗InspectAI
A bottle inspection app that compares an image against normal examples and highlights unusual regions. Includes a live model API, a baseline comparison, and the missed cases.
Three projects: data decisions, developer tools, and visual inspection. Health data is synthetic; code search uses authored sample code; InspectAI is a noncommercial MVTec AD bottle research demo.
04 / CONTACTEMAIL, PHONE OR GITHUB
GET IN TOUCH
Let’s
talk.
If you’d like to discuss a project or ask about my work, you can reach me below.
FIND ME ON GITHUB@kolawoleisaiah325Explore the code, follow the progress, or connect through my GitHub profile.