I am a computer science undergraduate and my primary interests are in the field of AI, machine learning, automation. I enjoy solving challenging problems that require critical thinking and creative solutions. Feel free to look around this site and learn more about my life!
Internships and projects at a glance
Built pipelines for mono- and multi-modal image registration—feature extraction (Gaussian priors, histogram encodings) and geo-registration via metadata for reliable cross-sensor alignment.
Developed a student management system for a singapore-based tuition business
Built Python RPA and web automation for accounts clearance and 12-month headcount; automated Xero auth/data retrieval, ingested daily transactions via financial APIs, and analyzed structured datasets with pandas.
Designed solution for real time scam call detection using speech diarization and gemma-2b LLM
Designed a solution to produce biochar via microwave pyrolysis
Built an end-to-end LLM training pipeline (data retrieval, cleaning, and storage with pandas) and fine-tuned a LLaMA-8B model on Amazon SageMaker, achieving 93% on targeted benchmarks.
Handled 20+ daily phone enquiries on stamp duty filings; scheduled/managed calls and walk-ins; searched internal databases for prior records; and updated, escalated, and tracked ongoing cases with supervisors and backend officers.
I like to unwind by playing sports of any kind- especially tennis, enjoying music, playing the piano or travelling
I have been playing tennis competitively since young. It is my favourite way to get exercise and also de-stress at the same time. My favourite player is Novak Djokovic.
I love travelling the world, indulging in nature or city views and experiencing culture different from my own
Want to collaborate or just say hi? Use the form below or email me at isaacwvh@gmail.com.