- Led the development and cloud deployment of various automatic speech recognition (ASR) models. Created models of different sizes to optimize performance based on the required inference accuracy.- Built a Speech-To-Text Engine for Visual Acuity Tests capable of recognizing key words, actions and individual letters (Android)- Designed a customised pinhole occluder for Visual Acuity test to be conducted using Heads-up displays- Built two Proof-Of-Concept Applications with Eye Tracking Capabilities: Video Call and Voice Call Applications (Android)- Built and Deployed AWS Amplify Services for numerous Proof-of-Concept Applications (Android)- Build a demonstrative Photo Taking Application that enabled handsfree photo-taking (Android)- Built a demonstrative Unity Application to showcase Head Tracking Capabilities- Built a demonstrative Unity Application for Facial Recognition using OpenCV. The application collected facial data through a lightweight face detection model and trained a custom classifier to recognize faces.- Led the development of plane recognition of a Quick Response (QR) Code for the anchoring of virtual objects with respect to the orientation of the QR Code

- Built a Speech-To-Text Engine with an Interpreter to Generate Inputs (Android)- Built three Proof-Of-Concept Applications with Eye Tracking Capabilities: Video Call, Voice Call and AR Telemedicine (Android)- Built and Deployed AWS Amplify Services for numerous Proof-of-Concept Applications (Android)- Built a customised Launcher optimised for Eye Tracking (Android)- Built a customised Companion Application for the AR Smart Glasses (Android)- Led the development of a Non-invasive Brain Computer Interface capable of recognizing the alertness of a user

- Built AR Bus Timings Application (Unity)- Built a Demonstrative Application to showcase Eye Tracking Capabilities (Android)- Designed the Machine Learning Platform Architecture- Designed the Hive Machine Learning Model Engine- Wrote the White Paper on a "Cognitive Artificial Intelligence Platform that provides Contextually Optimised Actionable Insights"

- Built three Internet of Things (IoT) prototypes that secured the finalist position (placed top 2 out of more than 30 companies) in the IMDA Call 11 Open Innovation Platform (OIP) Challenge- Built an Android Application that utilized TensorFlow Lite models for Face Mask Detection and Crowding Detection -> The application sent violation notifications to key stakeholders and enabled companies to comply with Safe Distancing measures during the COVID-19 Pandemic -> Developed another version of the application for robots of Robot as a Service (RaaS) type which simultaneously performed autonomous navigation of a mapped route and enforced Safe Distancing measures during the COVID-19 Pandemic- Designed and built numerous prototypes for industrial applications including a solar powered Edge Artificial Intelligence (AI) device that could run multiple ML models, make announcements to violators of safety constraints, and send notifications to key stakeholders

- Computer Engineering Capstone (Semester 2 of 2020/2021) - Real-Time Operating Systems (Semester 1 of 2020/2021) - Real-Time Operating Systems (Semester 2 of 2020/2021)

Reconnaissance Officer (Lieutenant)September 2017 - August 2018- Basic Target Acquisition Commander’s Course (BTACC)- Safety Officer for FATEP (Field Artillery Training Evaluation Program)- Auxiliary Instructor for BTACC- Combat Casualty Aid Course - Army Dragon Boat Regatta- Men Of Steel Challenge (First Runner Up)Officer Cadet (OCT)December 2016 – September 2017- Officer Cadet Course 106/16 (Tango Wing, Officer Cadet School)- 67th Field Artillery Officer Cadet Course- WSQ Advanced Certificate in Team Leadership - Combat Skills Badge, IPPT Gold, Marksmanship BadgeRecruit (REC)October 2016 - December 2016- 04/16 Basic Military Training Course (Orion Coy, BMTC School 2)