Driven by a deep curiosity for uncovering patterns in complex data using machine learning, Deep Learning, NLP, and advanced analytics—across both real-world business problems, and biomedical scientific research.
-
🌱 Driven by a deep curiosity for uncovering structure and patterns in complex data, I work at the intersection of machine learning, natural language processing, and advanced analytics across both scientific research and real-world applications. I am particularly interested in using machine learning to extract meaningful, actionable insights from high-dimensional data, revealing latent structure, uncovering non-obvious relationships, and enabling data-driven decision-making in both scientific discovery and business contexts.
-
My work spans applied machine learning systems and RNA structural biology. On the scientific side, I focus on RNA structure–function representation and therapeutic design, developing DMFE model, a deep multimodal framework for denoising and energy-based RNA secondary structure prediction that enables the discovery of novel RNA sequences. In parallel, I build and deploy machine learning solutions for real-world applications by combining predictive modeling, NLP, web engineering, and cloud platforms, with projects including Researchout, a global academic search engine, and Présence, a production web application for managing school daycare services.
-
👨💻 Selected Projects:
- On the most popular programming languages in Bioinformatics
- DMFE: Deep multimodal model for denoising RNA secondary structure prediction
- Researchout: A search engine to help students find an appropriate research supervisor for graduate studies from a list of 100,000+ university professor profiles across the globe
- Structurexplor: Web application for analyzing biological sequences and structures
- Framework for Data Science and Business Innovation: Implementation of the Business model Canvas on a Trello Board (+4k copies shared online)
-
💬 Interests: Machine Learning, Data Mining, Natural Language Processing, Computational Biology, Bioinformatics,RNA structure-function, RNA therapeutics, and Web Tech
-
💬 Let's connect
