background
Data Analyst | Transforming Raw Data into Actionable Insights

I'm a CompTIA Data+ Certified undergraduate with a 3.83 CGPA at IIUM, specialising in Data and BI Analytics. I have hands-on experience building interactive dashboards, executing ETL processes, and performing data analysis using Power BI, Tableau, SQL, and Excel.

I have a proven track record of transforming raw operational data into actionable insights — including reducing manual data entry by 80% in a real internship project. Currently Interning at IDERIA Sdn. Bhd (Mar – Sept 2026).

EXPERIENCES
IDERIA Sdn. Bhd
Software Development Intern
Mar 2026 – Sept 2026
Current
  • •Validated and documented end-to-end workflows for an enterprise procurement system, conducting role-based testing and expanding the master process flow from 7 to 12 synchronized stages
  • •Overhauled a corporate web platform with outcome-focused messaging, built a responsive product directory with dynamic filtering, and improved site performance with lightweight UI optimizations
  • •Configured embedded hardware environments and implemented Bluetooth Low Energy protocols for wireless sensor data transmission, achieving stable collection speeds of 100–300 Hz
  • •Standardized technical documentation across multiple system manuals with version control, automated table of contents, and consistent UI naming conventions
SilverSeeds Lab Network — Gombak, Selangor
Data & IoT Developer Intern (Part-Time)
Jan 2024 – Dec 2024
Past
  • •Consolidated unstructured technical logs into structured stakeholder reports, improving project visibility and cross-team alignment
  • •Designed Excel-based trackers for project expenditures and equipment quotations, enhancing budget forecasting accuracy
  • •Standardized reporting templates, reducing documentation turnaround time and enabling faster risk assessment
  • •Analysed deployment data from environmental sensors to identify performance trends and anomalies
Bahagian Pengurusan Teknologi Maklumat (SUK Perlis) — Kangar, Perlis
IT & Data Support Intern
Sept 2021 – Feb 2022
Past
  • •Refined data structures and visual layouts for a Laravel-based event management dashboard
  • •Assisted in analysing engagement metrics for a government digital campaign, providing data-driven insights for public promotional strategies
  • •Categorized and digitized IT asset inventory records for procurement planning
technical skills
Data & BI
Power BITableauExcelSQL
Programming
PythonFlaskLaravel
Databases
MySQLSupabaseData Warehousing
Productivity Tools
Google SheetsMS ProjectPowerPointMicrosoft Word
Concepts & Methods
Star SchemaETL ProcessData StorytellingStatistics
IoT & Hardware
IoT Data LoggingRaspberry PiESP32
soft skills
CommunicationTeamwork & CollaborationProblem SolvingCritical ThinkingTime ManagementLeadershipAdaptabilityAttention to Detail
journey
Education
Work
Certification
Milestone
2019
EDUCATION
Started Diploma in IT
Ungku Omar Polytechnic — Developing core foundations in IT and systems.
2021
WORK
IT & Data Support Intern — SUK Perlis
Assisted in managing government IT infrastructure and data support.
2022
EDUCATION
Graduated Diploma, CGPA 3.92
Anugerah Ketua Jabatan — Graduated with high distinction and recognition for excellence.
EDUCATION
Started Bachelors at IIUM
Specialising in Business Intelligence and Analytics.
2023
MILESTONE
President & Trainer — IOTEAMS KICT
Leading workshops and developing technical roadmaps for over 60 IoT enthusiasts.
2024
WORK
SilverSeeds Lab Network Internship
Started data and IoT development internship
MILESTONE
Presented at ICPEX 2023
Dec 2024 — International Final Year Project Competition & Exhibition (Blueprint for Facial Recognition systems).
2025
★ HIGHLIGHT
MILESTONE
RoViSP 2025 Presenter
Presented research at the International Conference on Robotic, Vision, Signal Processing & Power Applications
★ HIGHLIGHT
CERTIFICATION
CompTIA Data+ Certification
Validated advanced data analytics and visualization skills
2026
WORK
Software Development Intern — IDERIA Sdn. Bhd,
Currently undergoing an internship in software development. Mar 2026 – Sept 2026,
PRESENT · AND BEYOND
what i bring
BI Dashboards
Power BI & Tableau dashboards that turn messy data into clear decisions.
SQL & Data Modelling
Star schema design, ETL pipelines, and clean queries for any database.
Data Reporting & ETL
Transforming raw operational data into structured, stakeholder-ready reports.
Reporting & Documentation
Organised documentation and reporting templates that improve team visibility.
remarkable achievements
Dean's List Awardee
2022 – 2026
Recognised for academic excellence across all semesters at IIUM, from first semester through to final year.
CompTIA Data+
2025
Industry-recognised certification validating skills in data mining, manipulation, visualisation, and reporting.
Presenter (Author)
2025
Paper accepted without correction at RoViSP 2025. Topic: A Comparative Evaluation of ESP32, ESP8266, and Raspberry Pi 5 for Real-Time Facial Recognition.
Most Collaborative Project Award
2025
Recognised for exceptional teamwork and cross-functional collaboration at the 7th University in Action Symposium 2024/2025.
Silver Award — 6th & 7th University in Action Symposium 2025
2025
Awarded for group project: Discovering Artificial Intelligence for Young Generation.
IGIIDEATION 2025 — Certificate of Appreciation
2025
Jury & Participants Coordinator and Website Developer at the Int. Grand Invention Innovation Design Expo.
Perfect GPA (4.00)
2024 / 2025
Achieved a perfect Grade Point Average in Academic Session 2024/2025 (Semester 2).
Silver Award — IEEE R10-HTC 2024
2024
Awarded at the IEEE Region 10 Humanitarian Technology Conference 2024 Innovation Challenge.
Silver Medal — IIICe UTHM 2024
2024
Awarded for CObot: an enhanced 3D-printed car with facial recognition, presented at Universiti Tun Hussein Onn Malaysia.
Certificate of Participation — AINS 2024 Selangor
2024
Recognised by Selangor State Government for presenting CObot at Anugerah Inovasi Negeri Selangor.
Silver Medal — ICPEX 2023 (UniKL)
2023
International Final Year Project Competition & Exhibition in the IoT/Smart Applications category.
publications & research
Conference PaperCOMING SOON2026
A Comparative Evaluation of ESP32, ESP8266, and Raspberry Pi 5 for Real-Time Facial Recognition in Cobot+ for Smart Educational Environments
Proceedings of the 13th International Conference on Robotics, Vision, Signal Processing, and Power Applications (RoViSP 2025)
Book ChapterDec 2024
ESP IDF Programming for IoT: A Blueprint for Facial Recognition in Attendance Systems
International Final Year Project Competition & Exhibition (ICPEX 2023) — ISBN: 978-967-2184-84-3
JournalJul 2024
Analyses of 6G-Network and Blockchain-Network Application Security: Future Research Prospect
International Journal on Perceptive and Cognitive Computing (IJPCC)
JournalFeb 2024
Revolutionizing Healthcare: A Comprehensive Review of Metaverse Integration for Enhanced Patient Outcomes, Medical Practices, The Potential Applications, Challenges and Future Direction
Journal of Data Science Insights (JDSI)