Yash Dixit Email & Phone Number

Singapore

Applied Rail Technologies• Developed Overwatch, an AI video analytics system for real-time train service monitoring, improving operational reliability across multiple rail lines• Trained and integrated YOLOv8 model with Paddle OCR into a backend service allowing reuse upon expansion to other lines, achieving detection and OCR of 200 numbers per second with 99% accuracy• Awarded 2023 award for operational excellence from the International Association of Public TransportMATLAB, Python, Flask, Docker

Singapore

COO Office - Group Technology Architecture• Engineering an External Data Exchange system, unifying diverse external bank data streams into a consolidated pipeline for seamless integration into the bank's systems, using DeMyst, AWS and Python• Developing an automated data conversion framework that decreased raw data size by 3x, by converting real-time data streams from JSON to the more efficient Apache AVRO format, enabling real-time machine learning at scale with reduced latency and 3x faster processing speedPython, AWS, Terraform

Singapore

• Automated image annotation using popular Computer Vision algorithms like yolov7 and custom weights, doubling annotation speed from 1,000 images per day to 2,000 images per day• Architected, designed and developed a script-sharing platform enabling script reuse for common tasks• Enabled construction and execution of pipelines using scripts on the script-sharing platform, eliminating manually executing repetitive scripts, allowing engineers to focus on higher-level tasks• Containerised CNN and YOLO training scripts, enabling easier setup and execution• Trained CNN model for weapon classificationReact, JavaScript (TypeScript), Flask, Python, Docker, Linux

Singapore

Video Analytics using Google Vision and Amazon Rekognition• Revamped video analytics engine to be dynamic and implemented multiple types of detections• Enhanced video analytics capabilities by integrating advanced algorithms for more intricate analysis• Migrated video analytics engine from cloud to edge, simplifying deployment and improving scalability, resulting in a decrease of deployment time from 60 minutes to 5 minutes• Resolved bounding boxes synchronisation issue for alerts, improving accuracy for moving objects• Revamped alert system to be dynamic and support multiple types of detections• Video Analytics Engine deployed across global robot fleet in Australia, Hong Kong, Singapore• Awarded Best in Unmanned Drones & Robots for Security at ISC West 2023, the largest security industry trade show in the U.S.Python, Docker, Robot Operating System (ROS), Amazon Rekognition (AWS), Google Vision (GCP)

Singapore

Architected, designed and developed a Voucher Issuing, Tracking & Analytics Dashboard• Automated voucher code generation and issuance, tripling issuance speed for 2000 tickets monthly• Streamlined voucher data visualisation, reducing data analysis time by 12 workdays annuallyPop & Win Game• Implemented frontend design and logic, creating an engaging and user-friendly game interface• Upgraded backend logic to accommodate new voucher types and loyalty membership tier• Game played over 125,000 times by more than 8,000 unique users, leading to the issuance of $77,777 in voucher codes, significantly boosting user engagement and brand loyaltyOrganizations Dashboard• Implemented frontend logic and design, resulting in a clear and intuitive interfaceReact, JavaScript, MongoDB, Redis

Singapore

• Created an interactive Virtual Reality store with integrated cryptocurrency wallet support• Collaborated on the Web Development of a cryptocurrency wallet integrated social media platformFlask, Solidity, Web3, A-Frame

Singapore

Singapore

• Spearheaded the development of a Web Application for tracking drivers' mileage and digitalising logging of drives• Enabled quick and easy data access and visualisation to users outside of the office• Executed Pilot Testing with 48 drivers and 7 types of vehicles to verify functioning• Optimised data entry saving 96 working days yearly• Led team of 3 developers in cloud service platform migration from Google Cloud Platform to Amazon Web Services• Acquired by the Army Digitalisation Office for mass implementation throughout the Army• Frontend: Angular, Ionic, TypeScript • Backend: Google Firebase Firestore

Bachelor Of Science - Bs, Computer Science, First Class Honours

Specialisation in Machine Learning and Artificial Intelligence

Singapore-Cambridge Gce A-Level, Science

Activities and Societies: IT Club, Science Club, VolleyballIT Club - awarded Certificate of Excellence for National Chinese Mobile App.

Singapore-Cambridge Gce O-Level, Science

Activities and Societies: Cross Country, Scouts, Science Society, Infocom ClubInfocom Club - awarded Best User Experience at National.