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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
algoscience-tracking-solutions
May 16, 2026 – Present
algoscience-tracking-solutions — GitHub repository
View Projectoptimgrad
June 3, 2025 – June 6, 2025
a lightweight autograd engine to mimic PyTorch's functionalities more inclined towards mathematical correctness and modelling
View Projectyoure-ngmi-if-you-dont-read-papers
May 28, 2025 – July 8, 2025
collection of all the papers i read, analyse and implement, covering various topics in ml, dl, rl, systems, cuda, etc
View ProjectAlgoTrading1
June 21, 2024 – June 21, 2024
Codes of Quantitative Finance containing Markowitz, CAPM, Bonds Theory, Wiener Process, Black Scholes, Monte-Carlo simulation, VaR, Ornstein-Uhlenbeck and Vasicek Process
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and demonstrate a strong inclination towards self-directed learning and exploration in data science, machine learning, and quantitative finance. The diversity of topics (ML, DL, RL, systems, CUDA, quantitative finance) suggests intellectual curiosity. However, the lack of team-based projects or professional experience makes it difficult to assess collaboration or cultural alignment with a team-oriented environment. The target role 'Data Scientist' aligns well with the technical themes of the projects.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.