National Service - Singapore Police Force
2024 - PresentPCG
About Me
I’m Amir Rahman, an AI Engineer focused on building computer vision and machine learning systems for real-world operational environments, particularly in surveillance, automation, and data-driven decision systems.
My work spans computer vision, deep learning, and applied machine learning, with an emphasis on deploying models that operate under real-world constraints such as noise, scale, and limited data quality. I am especially interested in building systems that improve situational awareness and decision-making through intelligent perception.
I graduated from Singapore Polytechnic with a Diploma in Applied AI & Analytics, where I developed a strong foundation in machine learning, deep learning, data analytics, and software engineering.
What I'm Doing
AI & Machine Learning
Designing and developing machine learning and deep learning models for real-world applications, including classification, regression, forecasting, and intelligent automation systems. My interests include computer vision, surveillance AI, and operational intelligence systems.
Data Analytics & Intelligence
Working with real-world datasets to extract insights through exploratory data analysis, statistical analysis, and visualization. I focus on transforming raw data into actionable intelligence that supports better strategic and operational decisions.
Full Stack Development
Building scalable and efficient web applications, management systems, and backend infrastructures with a focus on performance, usability, and maintainability. I also work with deployment pipelines, hosting environments, and system integration.
Testimonials
Resume
Education
PCG
Singapore Polytechnic
2021-2024Diploma in Applied AI and Analytics
Bartley Secondary School
2017 — 2020GCE O Level
Experience
Trainee Data Analyst
February 14th 2024 - June 13th 2024At Goodhope Asia Holdings LTD
Seach Engine Optimization (SEO) Intern
September 9th 2023 to February 9th 2024At Medical Insurance Company
Apple Service Provider
Feb 2020 - April 2020At QCD Technology @ Wheelock, Orchard
My Skills
Python
Machine Learning
Deep Learning
Computer Vision
Data Analytics
Exploratory Data Analysis
Predictive Modeling
Model Training & Evaluation
HTML
CSS
JavaScript
Node.js
MySQL
REST APIs
System Integration
Web Application Development
Model Deployment
Production Systems
Operational AI Systems
Edge AI (Conceptual)
Real-world Testing & Trials
System Debugging
SEO Optimization
WordPress
Microsoft Office
Google Workspace
Adobe Photoshop
Adobe Premiere Pro
English
Tamil
Systems Thinking
Operational Discipline
Decision Making Under Pressure
Team Leadership
Communication
Problem Solving
Situational Awareness (NS)
Extra & Co-Curricular Activities
Bartley Alumni
2025Chairman of the Board of Directors, responsible for guiding strategic decisions across alumni initiatives, collaborations, and events.
Focused on organizing fundraising initiatives to support student development through bursaries and scholarships at Bartley Secondary School.
Engaged in building strong alumni networks and fostering meaningful community connections.
Sonara
2025Founder and Chairman of the Board of Directors, leading strategic direction, initiatives, and organizational development.
Focused on mentorship, AI education, personal development, public speaking, and mental wellness advocacy.
Building a global network of like-minded individuals centered on growth, empowerment, and meaningful impact.
Leo Club Legacy of Singapore (LCLS)
2023 – PresentVice President, overseeing project planning, event execution, and inter-organizational collaborations.
Leading initiatives focused on youth development, leadership, and community impact.
Actively involved in strengthening engagement and participation within the club.
SPAI Club
2021 – 2023Served as President, leading AI-focused initiatives and technical project development within the club.
Organized Deep Race Dash 2023 in collaboration with AI Singapore and AWS, hosting over 200 participants from secondary schools, junior colleges, and polytechnics.
Developed and led computer vision projects, including a human detection and counting system.
SP Indian Cultural Club (SPICS)
2022 – 2023Participated in cultural and community events, engaging in festive activities and cultural exchange within the polytechnic community.
SP Canoe Polo Club
2022Participated in training and recreational sessions, building teamwork, fitness, and water sports experience.
SP Judo Club
2022Participated in training sessions focused on basic self-defense techniques, discipline, and physical conditioning.
Gallery
Book concepts - Art of War
Portfolio
Select category
Real-Time Multilingual Voice-to-Text System
AI Systems / Speech IntelligenceBuilt a real-time speech recognition pipeline capable of multilingual transcription and streaming audio processing.
Multilingual NLP Search Engine
Natural Language ProcessingDeveloped a semantic search system capable of processing multilingual queries and retrieving relevant results.
Technical Documentation
CIFAR-100 Image Classification System
Deep Learning / Computer VisionTrained and deployed a CNN-based model for multi-class image classification on CIFAR-100 dataset.
Live Demo
Real-Time Human Detection System
Computer Vision / Surveillance AIDeveloped a real-time detection and counting system using computer vision models for operational environments.
GitHub
Airbnb Demand Forecasting Model
Machine Learning / Predictive AnalyticsBuilt predictive models to analyze and forecast demand patterns using structured real-world datasets.
Technical Paper
Deep Learning vs Machine Learning in Sentiment Analysis
Research PaperComparative study on performance differences between deep learning and classical ML approaches for sentiment analysis.
Read Paper
Climate Change Forecasting Model (Australia)
Machine Learning ResearchDeveloped predictive models for environmental trend forecasting using historical climate datasets.
Read Paper
Sonara Global Platform
Web Platform / Founder ProjectBuilt and manage a global platform focused on AI awareness, mental wellness, and personal development.
Visit Site
Freelance Full-Stack Web Project
Client WorkDelivered a full-stack web solution including design, development, and deployment for a client.
Live SiteWriting & Media
Featured Podcast Interview
Discussion on AI, communication, mental wellness, personal growth, entrepreneurship, and transitioning into higher education and real-world work environments.
Phases in Life: Poly, University, and National Service
A reflection on navigating education transitions, personal discipline, and long-term ambition building.
AI Singapore Student Outreach Feature
Featured in national media coverage during the AI Singapore student outreach programme launch.
Statistical Study on Youth Behavioral Trends
Early research exploring statistical patterns and social factors influencing youth behavior and decision-making.