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Assessing your cultural and operational fit
UC Santa Barbara
Frontend Developer
June 22, 2026 – Present
gl-pipeline
November 3, 2025 – November 5, 2025
An end-to-end, reproducible general ledger pipeline using dbt, dvc and duckdb, served with a Metabase dashboard for analytics
View ProjectPSTAT100-Final-Project
May 11, 2025 – June 6, 2025
PSTAT100-Final-Project — GitHub repository
View Project3D-Cyberpunk-Portfolio
March 14, 2025 – March 29, 2025
Immersive 3D portfolio website where users navigate a cyberpunk city using a drone.
View Projectrag-llm-based-recommender
March 9, 2025 – September 26, 2025
Explore a smarter way to shop online with this full-stack project built on the infrastructure of Google Cloud Platform (GCP) for RAG based e-commerce with LLM.
View Projectheuristic-tetris-DQN
January 23, 2025 – January 23, 2025
A Deep Reinforcement Learning agent combining heuristic feature engineering with Deep Q-Networks to clear Tetris. Includes implements of prioritized experience replay, reward shaping, and hybrid exploration strategies.
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects and self-learning, which can indicate proactivity and curiosity. However, the diversity of projects spans across frontend, backend (Python, Redis clone), data engineering (dbt, dvc), and even machine learning (Tetris DQN), which, while demonstrating breadth, might suggest a lack of focused specialization for a dedicated 'Frontend Developer' role. The single listed work experience as 'Frontend Developer' at UC Santa Barbara is current but lacks details on responsibilities or achievements, making it difficult to fully assess alignment with a specific frontend role's cultural and operational demands.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.