playerzero

Data Scientist

https://talent.gravityer.com/playerzero

Member since June 30, 2026

Key Strengths

Demonstrated interest in data science through the 'rag-biomed' project, utilizing Python, Jupyter Notebook, and concepts like RAG, Llama 3.1, FAISS, LoRA, XGBoost, and DistilBERT.
Experience with C++ and Python, which are foundational for data science and machine learning.
Exposure to algorithm analysis ('Sequence-Alignment-Machine' project) which is relevant for optimizing data processing.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's project portfolio shows a strong inclination towards personal projects, indicating self-motivation and a passion for learning. However, the majority of projects are in game development (C++, ShaderLab, HLSL) and general software development (Java, JavaScript, HTML/CSS), with only one directly aligning with the 'Data Scientist' target role. This suggests a potential mismatch in primary interests or a recent pivot towards data science, which could impact cultural fit within a dedicated data science team without further validation.

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

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Assessing your cultural and operational fit

Projects

rag-biomed

May 4, 2026 – Present

Biomedical adaptive RAG: route PubMedQA-style questions between Llama 3.1 and FAISS retrieval using learned routers (LoRA / XGBoost / DistilBERT).

View Project

Expense-Tracker-App

November 19, 2025 – November 19, 2025

Expense-Tracker-App — GitHub repository

View Project

Sequence-Alignment-Machine

October 22, 2025 – December 11, 2025

Final Project of USC "CSCI570 Analysis of Algorithms" 🚀

View Project

BasicCompiler

September 7, 2024 – September 7, 2024

BasicCompiler — GitHub repository

View Project

BankSoftware

December 14, 2023 – December 14, 2023

BankSoftware — GitHub repository

View Project

RPGProject

October 15, 2023 – October 15, 2023

RPGProject — GitHub repository

View Project

FinYearMobilityProj

April 19, 2023 – June 12, 2023

FinYearMobilityProj — GitHub repository

View Project

TimeTableApp

February 3, 2023 – July 22, 2024

TimeTableApp — GitHub repository

View Project

PokemonZero

December 8, 2021 – August 27, 2023

PokemonZero — GitHub repository

View Project

Color-Run

December 26, 2020 – May 23, 2023

Color-Run — GitHub repository

View Project

Key Strengths

Demonstrated interest in data science through the 'rag-biomed' project, utilizing Python, Jupyter Notebook, and concepts like RAG, Llama 3.1, FAISS, LoRA, XGBoost, and DistilBERT.
Experience with C++ and Python, which are foundational for data science and machine learning.
Exposure to algorithm analysis ('Sequence-Alignment-Machine' project) which is relevant for optimizing data processing.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.

playerzero

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Projects

Key Strengths

Cultural & Operational Fit