Jovan Yap Email & Phone Number

Singapore

- Built and finetuned a multimodal out of context image-caption pair detector with 90% accuracy using VLMs like Llava and Idefices2- Full stack Gen AI development with ReactJS on AWS for large-scale AI Video & Face Indexing System. - Built a pipeline with RAG and a vector database using LlamaIndex and LanceDB- Automated web crawling and curation of a Singapore-specific context dataset- LLM red teaming with NeMo

Michigan, United States

• Researched on EV and mobility solutions for AV at the MCity Lab • Creating an efficient and reliable AV simulator with accurate real-life scenarios using SUMO and python.• Attended TRB, the largest transport and mobility conference with MITSO

Singapore

- Designed the reinforcement learning distributed training pipeline using Pytorch AWS to train the Meta Llama2 LLM.- Enhanced the Meta Llama2 LLM and studied the deployment of a chatbot using semantic search, Langchain & chroma.- Methods used: Reinforcement Learning with Human Feedback (RLHF) and Supervised Fine-Tuning (SFT)

Singapore

• Deployed an eye image quality classifier with a remarkable 93% accuracy for clinical trials to filter clear images.• Performed image and data analysis and preprocessing on a large dataset of eye images.• Designed a deep learning algorithm to train a model with TensorFlow on AzureML.• Finetuned the model to further optimize and enhance the accuracy.

Shanghai, China

- Led my team in the collaborative development of the game & web app with git, JavaScript & layer programming.- Developed a sci-fi Breakout game and RPG strategy game using HTML&CSS and elm (functional programming)- Click the link and select Battle Stars: - Click the link and select Zandalore Quest:

Singapore

Singapore

• Worked together with A*STAR Senior Scientist and NUS Associate Professor Dr Nikolai Yakovlev • Created a novel low-cost and efficient technology to determine the effectiveness of detergents using a self-designed Magnetic Impedance Spectrometer and rotating magnetic nanoparticles.• One of the top 6 projects selected to represent Singapore at the prestigious Intel International Science and Engineering Fair (ISEF)• Presented to world-renowned nobel laureates, professors and… Show more • Worked together with A*STAR Senior Scientist and NUS Associate Professor Dr Nikolai Yakovlev • Created a novel low-cost and efficient technology to determine the effectiveness of detergents using a self-designed Magnetic Impedance Spectrometer and rotating magnetic nanoparticles.• One of the top 6 projects selected to represent Singapore at the prestigious Intel International Science and Engineering Fair (ISEF)• Presented to world-renowned nobel laureates, professors and scientists• Awards: - 3rd Award at Intel ISEF- Gold Award at Singapore Science and Engineering Fair- 2nd Award at Nanyang Technological University (NTU) Materials Exposition• Job scope:- Assembled and created a self-designed Magnetic Impedance Spectrometer- Soldering and designing electrical circuits- Arduino- Conducting experiments with the detergent samples- Collecting and analysing data from Magnetic Impedance Spectrometer- Programmed a Microsoft Excel for data analysis and complex calculations- Operating a Scanning Electron Microscopy system Show less

Singapore

• Worked under the guidance of NTU School of Electrical and Electronics Engineering Associate Professor Luoyu • Researched on terahertz sensing with spoof plasmonic devices• Awarded Silver Award at Nanyang Research Symposium• Job Scope:- Operating COMSOL software- Data collection and analysis- Designing the spoof plasmonic devices- Conducting simulations

Singapore

• Worked under researchers Mr Wang Look Jiang and Dr Hong Bo• My teammate and I worked on designing and assembling a self-designed portable and light-weight glider launcher using the pneumatics and pulley systems to launch a glider• Job Scope:- Designing and modelling of 3D systems using Solidworks- Industrial 3D printing- Simulation of systems- Calculations of systems- Assembling the systems- Negotiating with industrial contractors

Bachelors Of Science And Engineering, Computer Science, 3.9/4.0

Activities and societies - WolvSec (Computer Security & CTF Club) - Michigan Hackers - Tau Beta Pi (Honor Society) - Golf Club Courses.

Bachelor Of Science - Bs, Electrical And Computer Engineering, 3.9/4.0

Courses - EECS215: Introduction to Circuits - EECS216: Signals and Systems - EECS230: Introduction to Electromagnetic - EECS270: Logic.

Singapore-Cambridge Gce A Levels, Higher Physics, Physics, Chemistry, Mathematics, Economics, Chinese, General Paper, 5 Distinctions

Activities and Societies: Orchestra, Science Society, Community Service, Research, Performances and Concerts, Mountbatten Youth Network.