Looking for a job

Vanessa Robinson F

@vanessarobinsonf

Message

AI Engineer at WADIC who co-developed a roof assessment application that cut assessment time by 80%.

United Arab Emirates

Message

At WADIC, I co-developed an AI-powered roof segmentation and measurement application, from rooftop imagery acquisition through pitch estimation and report generation. It reduced average roof assessment time by 80%.

I developed its backend with Python and FastAPI, implemented frontend functionality, and deployed the system on AWS EC2. I also trained Mask R-CNN models for roof slope and house-boundary detection.

At Noon Ecommerce, I recommended packaging changes to reduce shipment air volume and automated reporting pipelines, cutting daily reporting time by 66%. As a Machine Learning Engineer Intern at Al Jemzawy Technology, I developed translator and text summarizer prototypes and an object detection and captioning system.

My projects include DocBot, an NLP chatbot for cancer-related queries that achieved 99.8% accuracy, and ZV Text Summarizer, which generates English and Arabic summaries. I hold a B.Sc. in Computer Science (Artificial Intelligence) and am a TEDx speaker.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

WADIC

Feb 2025 - Present (1 year 8 months)

Co-developed an end-to-end AI-powered roof segmentation and measurement application, integrating computer vision, rooftop imagery acquisition, pitch estimation, and report generation. Reduced average roof assessment time by 80% through automated segmentation, pitch calculation, and report generation.

Python fastAPI HTML CSS JavaScript EC2 Mask RCNNs Computer Vision Selenium geocoding Excel

Digital Marketing Officer - Part time

PDI - BUiD

Aug 2024 - May 2025 (9 months)

Prepared website content for training courses and created social media posts for all programs, scheduling on LinkedIn and Instagram. Drafted introductory and mass marketing emails for all programs in Zoho and followed up with leads generated for training programs.

Content Creation Social Media Management LinkedIn Instagram Zoho Email Marketing Lead Generation

Data Analyst Intern

Noon Ecommerce

Sep 2024 - Dec 2024 (3 months)

Optimised packaging efficiency across the UAE, KSA, and Egypt by recommending new box sizes, reducing shipment air volume. Automated BigQuery and GSheets pipelines, cutting daily reporting time by 66% and improving accuracy.

BigQuery Google Sheets Data Analysis Automation Reporting

Machine Learning Engineer Intern

Al Jemzawy Technology

Aug 2023 - Nov 2023 (3 months)

Developed real-time Hindi–English translator and Arabic/English text summarizers in Python. Built an object detection and captioning system with YOLO to recognize furniture and scenes in video, delivering functional prototypes across computer vision and NLP domains.

Python NLP Machine Translation Text Summarization YOLO Object Detection Computer Vision

Education

Degrees, certifications, and relevant coursework

University of New South Wales

Bachelor of Science, Computer Science with Artificial Intelligence

2020 - 2024

Grade: 3.95/4.0

Activities and societies: Built DocBot, an AI chatbot for cancer-related queries using NLP and PyTorch; developed ZV Text Summarizer using mT5; created Ready.Set.Eat, a real-time ingredient detection app with YOLOv8; designed Heal Life Hospital, a full-stack hospital website; built Martopedia, a Java-based online grocery store; developed an ADHD Diagnostic Tool website using ASP.NET.

B.Sc. in Computer Science with Artificial Intelligence, achieving a GPA of 3.95/4.0.