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Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Lumo
Frontend Developer
June 29, 2026 – Present
compositional-prompt-refinement
June 25, 2026 – Present
Comparing raw prompting, autoregressive rewriting, and diffusion-based refinement as conditioning strategies for compositional text-to-image generation.
View Projectorbit
December 14, 2025 – December 14, 2025
Orbit is a lightweight vector database engine written in C++.
View Projectresearch-poster
November 10, 2025 – November 27, 2025
research-poster — GitHub repository
View Projectnlp-transformer-wcst
October 28, 2025 – October 29, 2025
nlp-transformer-wcst — GitHub repository
View ProjectASR-LCM-Research
September 3, 2025 – November 10, 2025
Distilling Diffusion Models for One-Step Inference in Tokenised Latent Space
View Projectterraform-ibm-cloud
April 9, 2025 – April 9, 2025
Repo created for sharing evidence of terraform use with IBM Cloud
View ProjectCultural Fit Analysis
The candidate's personal projects show a strong inclination towards research-oriented topics (NLP, Reinforcement Learning, Diffusion Models, Vector Databases) and backend/ML technologies (Python, C++, Shell). While there is one project with frontend technologies, the overall portfolio leans heavily away from typical frontend development, which might indicate a mismatch with a dedicated Frontend Developer role. The current role as 'Frontend Developer' is a strength, but the project history suggests broader interests.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. Psychometric test scores are 0, providing no actionable insights.