Responsibilities:

• Research Collaboration - Worked with the Department of Biotechnology at Kathmandu University to model experimental lactic acid datasets, applying machine learning techniques to derive meaningful insights.
• Model Optimization - Benchmarked various ML models, including Neural Networks and Random Forest, to evaluate their performance on the lactic acid dataset and multivariate functions.
• Meta-heuristic Optimization - Implemented Particle Swarm and Genetic Algorithms to optimize complex multivariate functions, ensuring efficient performance across models.
• Python Package Development - Created and released a Python package, evolutionpy, to streamline the implementation of meta-heuristic algorithms for optimization tasks.