Users’ understanding queries
Published:
Jul 2020 - Sep 2020: Users’ understanding queries 
Posts by Collection
portfolio
NER for commands extraction
Published:
Apr 2021 - Jun 2021: NER for commands extraction 
Constraints optimisation of resources uses by tasks in workflows
Published:
Feb 2021 - Sep 2021: Financial Data Generation 
Financial Data Generation
Published:
Oct 2021 - Dec 2021: Financial Data Generation 
Continual Self Supervised Learning through Distillation and Replay
Published:
Feb 2022: Continual Self Supervised Learning using Distillation and Replay 
Semi-Supervised Learning with few labels
Published:
Semi Self-Supervised Learning: improving the performance of self-supervised learning models, especially in scenarios where only a small amount of labeled data is available 
Object Detection Using Transformers for Flood Damage Assessment
Published:
Developing a Machine Learning Algorithm for Accurate Counting of Roof Types in Rural Malawi Using Aerial Imagery 
Specializing Large Language Models for Telecom Applications
Published:
Enhancing the Accuracy of Large Language Models on Telecom Knowledge Using the TeleQnA Dataset 
Fine-Tuning GLiNER for Location Mention Recognition (LMR)
Published:
Sept 2024: Fine-Tuning GLiNER for Enhanced Location Mention Recognition in User-Generated Content 
Discursia: AI-Powered Language Learning Redefined
Published:
Oct 2024: Discursia - AI-Powered Language Learning App for Conversational Skills 
Dikoka: AI-Powered Document Analyzer for Historical Records
Published:
Dec 2024: Dikoka - AI tool for analyzing complex historical documents using LLMs and RAG 
Medivocate – Exploring African History and Culture with AI
Published:
An AI-powered platform exploring African history, culture, and traditional medicine, fostering understanding and appreciation of the continent’s rich heritage. 
GraphRAG-Tagger: Toolkit for Topic Extraction and Graph Visualization
Published:
Feb 2025: GraphRAG-Tagger - End-to-end toolkit for extracting topics from PDFs and visualizing connections for GraphRAG 
Lightweight Language Identification Model (200 Languages)
Published:
Feb 2025: Lightweight BERT-based model for identifying 200 languages, optimized for CPU and deployment 
LangGraph AgentFlow: Orchestrating Complex AI Agent Workflows
Published:
Mar 2025: LangGraph AgentFlow - Python library for automating multi-step AI agent workflows using LangGraph 
LLM Output Parser: Effortless JSON/XML Extraction
Published:
Mar 2025: LLM Output Parser - Python tool to reliably extract JSON/XML from unstructured LLM text outputs 
publications
Detecting Misinformation and its Sources on Social Media
Published in -, 2022
This work proposes an efficient solution for detecting and filtering misinformation on social networks, specifically targeting misinformation spreaders on Twitter during the COVID-19 crisis, using a Bidirectional GRU model that achieved a 95.3% F1-score on a COVID-19 misinformation dataset, surpassing state-of-the-art results.
Recommended citation: Alex Kameni, 2022
Download Paper | Download Slides
DATA INCREMENTAL LEARNING IN DEEP ARCHITECTURES
Published in -, 2022
This study presents a framework for continual self-supervised learning of visual representations that prevents forgetting by combining distillation and proofreading techniques, improving the quality of learned representations even when data is fed sequentially.
Recommended citation: Alex Kameni, 2022
Download Paper | Download Slides