Tan En Zhi Email & Phone Number

Singapore

• Researched, innovated, and implemented machine learning techniques (image/time-series/feature-based classification, image segmentation, anomaly detection, online learning, reinforcement learning, clustering, etc.) using PyTorch and TensorFlow to develop new capabilities for smart radar surveillance • Participated in several successful project deliveries and communicated project outcomes to stakeholders effectively• Outlined and proposed research directions to fuel technological developments in AI-driven cognitive radar under exploratory projects valued up to 5 million SGD• Developed robust algorithms for real time radar systems using MATLAB and Python, including signal processing for radar map formation, target detection and tracking, applying techniques like compressive sensing, statistical modelling, computer vision, etc.• Mentored undergraduate interns – outlined project scope and supervised intern

Singapore

• Researched and various machine learning applications to expand the capabilities of Bambu’s robo-advisory offerings (including reinforcement learning, time series prediction, optical character recognition, natural language processing, classifiers, etc.)• Successfully implemented ML-driven applications using packages like TensorFlow, sklearn and opencv with data extraction from company databases using PostgreSQL• Assisted the software backend team in deployment of aforementioned implementations• Novel work on optimized goal-based wealth management using dynamic programming culminated in a white paper – accelerated code implementation using linear algebra and vectorization • Collected and analyzed data about relevant markets in foreign countries where robo-advisory platforms will be deployed

Singapore

Canberra, Australia

Research attachment at the Nonlinear Physics Center at ANU: collaboration with experimental group to devise a theoretical model for experimental results recently obtained by the group

Dunman High School

As a relief allied educator, I was the Physics Teacher for two JC1 classes for six months. I also assumed other responsibilities beyond teaching and consulting, including question setting for the Mid-Year Physics Exam, and the writing of Scholarships and Higher Education Guidebook for internal circulation.

Singapore

Under the MOE-A*Star Research Attachment Programme, I interned at the Bioinformatics Institute at A*Star for one month. I did a research study on the evolutionary conservation of amino acid substructures in proteins, finding cliques in proteins within a database that exhibit greater conservation then expected. The research required me to learn a new programming language, Python, as well as to work with various computational biology softwares.

Singapore

Under the Research@YDSP scheme, I took part in a month long research attachment at DSO where I made a truly random number generator using principles of Quantum Mechanics. The truly random number generator has uses in the fields of cryptography and simulation.

Bachelor’S Degree (First Class Hons), Physics With Minor In Mathematical Sciences, 4.95/5.00

Activities and Societies: Campus CrusadeDean's List (2016-2019) CNYang Research Award (Gold)

Gce A Levels, H3 Physics, 8 Distinctions

Activities and Societies: Guitar Ensemble, Robotics Club, Malay Cultural SocietySection Leader in Guitar Ensemble for first year, NJRC.