Final year PhD (Computing) candidate at Sunway University
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
blur-unet-segmentation
September 15, 2025 – Present
Code for the paper "Preserving Fine-Grained Droplet Structures by Spatial Gaussian Blurring Against Pooling Deformation in U-Net-Based Semantic Segmentation" published in IEEE Access 2024.
View Projectspray-unet
February 12, 2024 – March 21, 2024
Code for "Semantic Liquid Spray Understanding with Computer-Generated Images" published in IEEE Access 2024.
View Projectunet-gaussian-blurring
June 29, 2023 – January 25, 2024
Code for "Performance Assessment of U-Net for Semantic Segmentation of Liquid Spray Images with Gaussian Blurring" published in ICOCO 2023.
View Projectnature-index-map
September 29, 2021 – September 29, 2021
Academic Institute in Nature Index 2021 displayed on map
View ProjectSentiment-Analysis-by-Fusing-Text-Location
March 22, 2021 – November 9, 2021
Code for "Sentiment Analysis by Fusing Text and Location Features of Geo-Tagged Tweets" published in IEEE Access 2020.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily skewed towards academic research in deep learning and computer vision, which aligns well with a Data Scientist role focused on R&D. However, the lack of diverse project types (e.g., production deployments, team projects, business-oriented applications) and the absence of work experience or education details make it difficult to fully assess cultural fit beyond a research-centric environment. The 'carnnal-android-app' project is an outlier but lacks details.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are purely technical and do not provide insights into collaboration, problem-solving approaches, or communication style.