ML researcher
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Assessing your cultural and operational fit
HCP-DFC-Embedding
June 30, 2025 – September 24, 2025
HCP-DFC-Embedding — GitHub repository
View ProjectDDPM
May 24, 2025 – September 8, 2025
Basic implementation of Denoising Diffusion Probabilistic Model (DDPM)
View Projectbignode
November 9, 2024 – November 15, 2024
Boundary Injected Graph Neural ODE with Optimal Control
View ProjectteneNCE
December 31, 2023 – August 31, 2024
Temporal Network Noise Contrastive Estimation (teneNCE) for Dynamic Link Prediction
View Projectbiip
May 21, 2022 – August 24, 2022
Boundary informed inverse PDE problems on discrete Riemann surfaces
View ProjectCultural Fit Analysis
The candidate's projects are primarily personal and research-oriented, focusing on advanced machine learning and mathematical modeling. This indicates a strong drive for independent exploration and deep technical dives, which could be a good fit for a research-heavy or innovation-focused team. However, the lack of team projects or diverse domain experience makes it difficult to fully assess cultural fit in a collaborative, product-driven environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's project descriptions are concise, but there is no information on collaboration, problem-solving approaches, or communication style in a team setting.