AKS

Data Scientist

https://talent.gravityer.com/aks-1

Just a Student🤪

Singapore, SingaporeMember since June 28, 2026

Key Strengths

Demonstrated interest in Machine Learning and AI through projects like 'Pneumonia-Classification-w-XAI' and 'Parkinsons_Disease_Experiment'.
Experience with Python and Jupyter Notebook, which are core tools for Data Scientists.
Exposure to explainable AI (XAI) methods (LIME, HiResCAM, Attention Rollout) indicates an understanding of advanced ML concepts.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong inclination towards hackathons and personal learning, indicating a proactive and self-driven individual. However, the projects are predominantly personal and academic, with no clear indication of collaborative team environments or industry experience, which might impact cultural fit in a structured corporate setting. The breadth of skills includes web development technologies (JavaScript, HTML, CSS) alongside data science tools, suggesting versatility but also a potential lack of deep specialization in data science alone.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

Parkinsons_Disease_Experiment

April 22, 2026 – Present

Parkinson's detection from hand-drawn spirals & meanders — subject-stratified 5-fold CV over EfficientNetV2-S, ConvNeXt-Tiny and DINOv2 ViT-S/14, with HiResCAM + Attention Rollout explanations.

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HackOMania-2026

March 7, 2026 – Present

HackOMania-2026 — GitHub repository

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SUTD-ReQuest

March 5, 2026 – Present

3.007 Ideating and Designing with AI

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PolyHack2023_DevBeans

June 8, 2023 – October 4, 2023

Mindful Beans : Serenity in every Click!

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AquaW1se

June 4, 2023 – Present

AI Powered Sustainable Shopping Companion

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MLDA-Hackathon-2022

September 30, 2022 – January 9, 2023

Anonymous Chat platform that infers your emotions using Sentiment Analysis

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Pneumonia-Classification-w-XAI

July 17, 2022 – July 25, 2023

eXplainable Image Classification using a local approximation method, LIME - Local Interpretable Model Agnostic Explanations.

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BED-Workshop

October 11, 2021 – December 14, 2022

Workshop notes and source codes for Back-End Web Development Workshop.

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School_Notebook

June 24, 2020 – March 3, 2022

Will be working on making jupyter notebooks of notes of my modules

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Learning-Projects

February 12, 2020 – August 6, 2023

Some of the programs i have coded(or copied) throughout my learning of Python Language

View Project

Key Strengths

Demonstrated interest in Machine Learning and AI through projects like 'Pneumonia-Classification-w-XAI' and 'Parkinsons_Disease_Experiment'.
Experience with Python and Jupyter Notebook, which are core tools for Data Scientists.
Exposure to explainable AI (XAI) methods (LIME, HiResCAM, Attention Rollout) indicates an understanding of advanced ML concepts.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

AKS

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit