Nur Athirah Ibrahim
Summary
Dynamic and results-oriented professional with a proven track record in financial analysis and strategic project management. Eager to collaborate with senior leadership to transform visionary plans into actionable strategies, driving business success with precision and passion. Skilled at orchestrating complex projects, leading cross-functional teams, and crafting compelling proposals that ignite progress. Dedicated to transforming challenges into opportunities, streamlining processes, and delivering outstanding results that exceed expectations and propel ambitious growth objectives.
Overview
5
5
years of professional experience
Work History
Data Scientist
Technology Services Group
12.2022 - Current
- Performed profit and loss analysis, contributing to strategic financial planning
- Predicted budgets and financial outcomes, enhancing company financial planning processes
- Developed predictive and prescriptive data analytics models for investment/trading
- Conducted detailed financial data analysis and forecasting using Google Analytics and Tableau
- Prepared and analyzed financial reports used by managers for informed decision-making
- Supported complex customer engagements with tailored data science solutions
- Utilized machine learning frameworks such as XGBoost and Temporal Fusion Transformer
- Proficient in Python, R, TensorFlow, PyTorch, scikit-learn, regression modelling.
Data Scientist
Echol Tech Pte Ltd
12.2021 - 12.2022
- Analyzed and modeled structured data, implemented advanced algorithms
- Identified, undertook and implemented analytics projects including formulation of use cases, data gathering, development, implementation and maintenance of models
- Supported critical aspects of customers engagements in marketing portfolio management
- Leveraged confusion metrices to assess performance of classification models to TP, TN, FP and FN; helping calculate accuracy, precision recall, specificity and F1-score
- Tools: MySQL, PostgreSQL, PyCharm, Jupyter Notebook, Python, YOLO 4/5/6/7
Solutions Engineer / Technology Evangelist
Echol Tech Pte Ltd
05.2020 - 11.2021
- Established technical standards and supported technology adoption especially for System Integration and Bespoke Projects
- Designed, configured, and tested enterprise applications to meet client specifications
- Prepared tenders and crafted strategic solutions to secure new business opportunities
- Coordinated with over 50 contractors across various projects, ensuring timely completion and quality control
- Developed and implemented strategic plans to achieve project milestones and client satisfaction
- Created and executed strategic plans to meet project deadlines and client requirements.
Mechanical Engineer
KES Systems & Service (1993) PTE LTD
04.2019 - 04.2020
- Provided customer quotations and implemented automated systems
- Conducted regular inspections and continuous improvement on systems
- Developed mechanical designs for burn-in-boards and PCB frames
Education
Bachelor of Engineering (Mechanical) (Honours) -
Swinburne University of Technology
Melbourne, Australia01.2018
Diploma of Engineering (Mechanical) (Honours) -
Swinburne University of Technology
Melbourne, Australia01.2015
Skills
- Programming: Python, R, C, MATLAB
- Machine Learning: TensorFlow, PyTorch, scikit-learn
- Data Visualization: Tableau, Power BI, QlikSense, Advanced Microsoft Excel
- Statistical Analysis: Time Series Analysis, Financial Modeling
- Tools: MySQL, PostgreSQL, Hadoop, Spark
- Certifications: IBM Certified Data Architect – Big Data, AWS Certified Solutions Architect – Associate
Projectsachievements
- Housing & Development Board, Singapore – Aviation Park & Tanah Merah Staging Ground Monitoring
- Automated MySQL dump synchronization to SFTP using Python and Cron Scheduler.
- Developed a Grafana Dashboard with Prometheus for monitoring MySQL and App Server Nodes.
- Configured e-Token and Vehicle Tracking Systems with geo-fencing for monitoring cycle times and restricted road notifications.
- Land & Transport Authority, Singapore & Katoen Natie, Singapore – Construction Sites Safety
- Created a multi-client web app for license plate recognition, reporting, blacklist/whitelist management, and alerting via SMS, email, and Slack.
- Implemented a TCP listener service and Python socket microservice for handling camera-triggered events and controlling gantries.
- Land & Transport Authority, Singapore – Construction Sites Safety Measure
- Developed an object detection system for safety gear compliance, real-time monitoring, and immediate alerts for safety violations.
- Changi Airport Group – Vehicle Detection and Queue Formation
- Built a MEAN stack dashboard for real-time traffic alerts and congestion metrics using YOLOv4 for truck detection and dlib's tracking algorithm.
- TSGS – Ads Analytics Dashboard & Stock Market, Profit & Loss Analysis with Tableau Dashboard, Options Trading and Forex Price Forecasting
- Created a Tableau Dashboard for real-time marketing insights and multi-touch attribution and daily, weekly, monthly and annually profit & loss reporting
- Used time-series forecasting for ad performance and developed machine learning models achieving 90% accuracy in predicting stock prices.
References
- IR. Abdillah Bin Azahari, Head of Risk Management, Lebuhraya Borneo Utara, +60 178544074, abdillah@panborneo.com.my
- John Lee, Head of Operations & Support, Technology Services Group, +65 9800 2270, john.lee@tsgs.com
Timeline
Data Scientist
Technology Services Group
12.2022 - Current
Data Scientist
Echol Tech Pte Ltd
12.2021 - 12.2022
Solutions Engineer / Technology Evangelist
Echol Tech Pte Ltd
05.2020 - 11.2021
Mechanical Engineer
KES Systems & Service (1993) PTE LTD
04.2019 - 04.2020
Bachelor of Engineering (Mechanical) (Honours) -
Swinburne University of Technology
Diploma of Engineering (Mechanical) (Honours) -
Swinburne University of Technology
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