Welcome to my site

Joseph Chiemelie Igwe

Hi, my name is Joseph. I am a Machine Learning Engineer, Fullstack Engineer, and a Programming Language Polyglot.
I studied Computer Science at the University of Nigeria,Nsukka.

I am highly proficient in multiple programming languages, including : C, C++, Python, Dart, Kotlin, GoLang, JavaScript( particularly NodeJs). Additionally, I have built several Mobile Apps.
I possess strong working knowledge of several Machine Learning , Mobile App and Web development Frameworks, including : Scikit-Learn, Tensorflow, OpenCV, Flutter, Express.js. as well as Database technologies like MySQL and MongoDB.
I am comfortable working on Complex technical problems.

Download My CV

My Articles and Colab Notebooks

Retrieving Semantically Relevant Images using Vision Transformers and Natural Language
Semantic Image Retrieval

The Vanishing and Exploding gradient problem in training Deep neural networks
Fine-tuning a Sentence Transformer on Native Nigerian Languages via Contrastive Learning
Fine-tuning a Sentence Transformer via Contrastive Learning
implementing A simple RAG ReAct Agent using LangGraph
RAG System[LLM]
Automated Hyperparameter tuning of Keras(tensorflow) Models
Automated Hyperparameter Tuning
Text Clustering , Topic Modelling and Topic Re-ranking using [ BERTopic ], [ KeyBERTInspired] and [ MMR ]
Text Clustering , Topic Modelling and Topic Re-ranking
Leveraging Nvidia's CuML to make training Scikit-Learn models Faster
Accelerating Scikit-learn Models with GPU
Searching For Semantically Relevant Content In a Directory of PDF documents using the [ all-MiniLM-L6-v2 ] Representation model
Semantic Search
A Walkthrough of the Gradient Boosting Algorithm
Gradient Boosting
Ensemble Methods in Machine Learning: The Mathematics of Adaptive Boosting
Ensemble Methods: Adaptive Boosting
The Effectiveness of Mathematical Definitions

Some Mobile Apps i've Written

A student companion mobile app, for Easy Management of Upcoming Academic Events,
and on-the-fly Generation of PDF files
Serious Students
Boost Your Vocabulary with AI
Deep Vocab