Lakshay Arora

AI Research Assistant at Singapore Institute of Management (SIM)

Developed modular evaluation pipelines in Python to ensure reproducibility and improve efficiency of machine learning experiments. Improved text classification accuracy by 20% using Scikit-learn and TensorFlow through fine-tuning and cross-validation. Applied advanced ML techniques including feature engineering, hyperparameter tuning, and experimentation pipelines for NLP research. Collaborated with researchers to present findings, align goals, and co-author technical documentation.

Software Developer Intern at Singapore Institute of Management (SIM)

Built modular Python software to automate repetitive data-processing tasks, reducing manual workload by 30%. Optimized runtime performance by 20% through algorithm optimization, caching, and parallel execution. Designed robust ML pipelines with feature engineering and parameter tuning, improving model accuracy and scalability. Collaborated with cross-functional teams, authored documentation, and presented findings to stakeholders. Improved reproducibility of research projects by integrating automated testing and CI/CD practices.

UI/UX and Web Development Intern at Foresight Media

Designed interactive prototypes using Figma and Adobe XD based on usability best practices. Built responsive front-end interfaces using HTML, CSS, and JavaScript; integrated with WordPress. Integrated backend logic using PHP and REST APIs for dynamic content rendering and secure data handling. Participated in agile sprints, incorporating feedback to deliver timely iterations.