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Assessing your cultural and operational fit
National University of Singapore
Data Scientist
June 29, 2026 – Present
MindPalace
March 8, 2025 – Present
A grounded RAG memory companion for people with memory loss answers questions about their day from their own photos, with a strict no fabrication guarantee. FastAPI + SQLite + Mistral, (Pixtral vision & tool-calling), React/TS frontend.
View ProjectEcoBot
February 18, 2025 – February 20, 2025
A self driving robot for garbage collection with Kuka arm
View Projectrl-self-driving-car
September 22, 2024 – November 7, 2024
rl-self-driving-car — GitHub repository
View ProjectBreast-Cancer-Detection-with-Visual-Transformers
April 27, 2024 – January 9, 2025
ViT approach to find the abnormal parts of mammograms, and recalibrate with Explainable AI
View ProjectNLP-Projects
August 17, 2021 – August 17, 2021
Implementations of NLP Concepts, Used Krish Naik Videos as reference.
View ProjectNumber-Guessing-Game
August 9, 2020 – August 9, 2020
It is a game in which a player has to guess the correct number from chosen range.
View ProjectA-Eye
July 12, 2020 – August 9, 2020
Smart assistive wearable for visually impaired, that guides them to walk, identify and locate objects, and read
View ProjectNeuralNetwork-from-scratch
April 8, 2020 – September 17, 2020
This is a project in which I create one hidden layered neural network from scratch using NumPy and Matplotlib.
View ProjectCultural Fit Analysis
The candidate's project portfolio demonstrates a strong inclination towards innovation and problem-solving, particularly in areas like assistive technology and environmental robotics. This aligns well with a culture that values impactful research and development. The breadth of projects, from fundamental neural networks to complex RAG systems, suggests adaptability and a willingness to tackle diverse challenges. However, the lack of team-based projects or explicit collaboration details makes it difficult to fully assess cultural fit in a collaborative environment.
Soft Skills & Operational Fit
The candidate's project descriptions suggest a proactive and self-driven individual, eager to explore diverse applications of data science. The focus on personal projects indicates a strong learning orientation and initiative. However, without formal work experience details or psychometric test results, it is difficult to assess operational fit, teamwork, or stress handling capabilities.