I build backend systems, APIs, automation tools, and machine-learning applications, with a particular interest in NLP and African-language technologies.
My current focus is developing reliable software that connects machine-learning models with production backend infrastructure.
- Natural language processing
- Text classification and sentiment analysis
- Transformer-based models
- BiLSTM and CRF models
- Recommendation systems
- Model evaluation and API integration
An AI-assisted application for data exploration, preprocessing, cleaning, and analysis.
A collection of machine-learning implementations covering data preparation, model training, evaluation, and result interpretation.
A recommendation-system project implementing and comparing multiple approaches for suggesting movies based on user and item data.
An installable Python package for extracting multilingual content from Wikipedia for data collection and NLP workflows.
- Production-oriented FastAPI backend systems
- PostgreSQL database design and optimization
- Authentication, authorization, and API security
- Redis caching and background processing
- Deployment using Linux, Docker, and cloud infrastructure
- NLP and LLM applications for African languages
- Integration of machine-learning models into real products
- LinkedIn: linkedin.com/in/bekichemeda
- Telegram: @BEK_I
- Email: bekichemeda@gmail.com