Rayyan Abdullah

I am currently a third-year student at the Indian Institute of Information Technology in India pursuing B. Tech in Computer Science Engineering Science with specialization in Artificial Intelligence and will graduate in the summer of 2026. Throughout my academic career, I have been involved in various research projects. I am excited to intern in your organization in this summer -2025 and contribute to important research in Efficient Quantization of Large Language Models.

→ Implemented a novel optimization algorithm by integrating the Golden Search method with the Sine Cosine algorithm. → Achieved balanced global exploration and local exploitation. → Empirically evaluated performance on benchmark functions. → Validated improvements using Wilcoxon Rank Sum tests and presented findings in a comprehensive report and presentation.

→ Extracted 512-dimensional facial features from the Illinois Prisoners Dataset via FaceNet-Pytorch. → Applied PCA to reduce features to 41 components (retaining 95% variance). → Employed linear regression for BMI prediction (MSE=19.46, R2=0.2458). → Used logistic regression for gender classification with high accuracy. → Analyzed offence distributions to derive actionable insights.

→ Designed and implemented a machine learning pipeline. → Classified legal documents based on 150+ attributes. → Reduced errors in loan servicing and saved over 360,000 hours annually.

Currently studying B. Tech in Computer Science and Engineering with Artificial Intelligence in 3rd year and looking for summer internship.