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Assessing your cultural and operational fit
returns-prediction-stgan
February 17, 2026 – Present
Returns prediction using the STGAN architecture
View Projectetx4velo
July 6, 2025 – July 6, 2025
Track reconstruction in the VELO, using the tools of Exa.TrkX (Imported)
View Projectetx4velo_cuda
July 6, 2025 – July 6, 2025
The CUDA version of ETX4VELO, on GPU (Imported)
View Projecthls4ml-etx4velo
July 6, 2025 – July 6, 2025
Inferring the ETX4VELO models on FPGAs using hls4ml (Imported)
View Projecttraffic-anomaly-detection
July 4, 2025 – July 4, 2025
Anomaly detection for traffic networks
View Projectparticle-fire-explosion
March 18, 2022 – March 28, 2022
Particle fire explosion animation in C++ using SDL2
View Projectfreqtrade-strategies
January 1, 2022 – March 8, 2022
Testing trading strategies with a crypto bot
View Projectbitcoin-backtester
December 28, 2021 – February 4, 2022
Backtesting a moving average crossover strategy for XBTUSD
View Projectleaky-integrate-and-fire
October 22, 2021 – May 1, 2025
Chimera states in the leaky integrate-and-fire model with non-local connectivity
View ProjectCultural Fit Analysis
The candidate's projects are predominantly personal and research-oriented, indicating a strong drive for individual exploration and technical depth. However, there is limited evidence of collaborative projects or contributions to open-source initiatives, which might be a consideration for team-oriented environments. The project diversity is good, covering areas from physics simulations to financial modeling, suggesting adaptability and broad interests. Alignment with a 'Data Scientist' role is present through projects like 'returns-prediction-stgan' and 'traffic-anomaly-detection', but the depth of data science specific methodologies (e.g., statistical modeling, experimental design, MLOps) is not explicitly detailed.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. The candidate's profile primarily showcases technical project work without details on collaboration, problem-solving approaches, or communication in a team setting.