2023 · Intelligent Systems Intern
Npontu Technologies
Dansoman Accra
- Discipline
- Machine learningCoding
- For
- Business
- Stack
- PythonFlaskDjangoMachine Learningscikit-learnAirflowPostgreSQLMySQLNode.jsStreamlit
Reduced query processing times by 40% for large datasets; built ML-driven search and recommendation systems; automated manual maintenance workflows
What went into it
- Developed a search functionality API using Flask to reduce query processing times by 40% for large datasets, enhancing user experience and facilitating efficient data retrieval across the platform.
- Built a fuzzy AI algorithm leveraging advanced NLP techniques for pattern matching and data analysis, and implemented search ranking algorithms to enhance relevance and accuracy of search results.
- Developed data pipelines facilitating efficient ETL (extraction, transformation, and loading) processes, and successfully transferred data from pipelines to RESTful APIs and web applications for real-time updates.
- Built recommender systems using natural language processing (NLP) techniques, enabling personalised user recommendations and improving user engagement.