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Virtua Health
Data Scientist
June 30, 2026 – Present
async-ollama-multi-agent-system-for-data-science-tutorial-generation
August 11, 2025 – August 12, 2025
Async Multi-Agent System for Data Science Tutorial Generation. Built on top of open-source LLM technology using Ollama.
View Projectasync-multi-agent-system-for-data-science-tutorial-generation
August 3, 2025 – August 3, 2025
Async Multi-Agent System for Data Science Tutorial Generation.
View Projectopensource-llm-rag-chat
June 15, 2025 – June 16, 2025
Chat with your data using open-source technology.
View Projectprompt-engineering-workshop
September 21, 2024 – October 3, 2024
A workshop on prompt engineering.
View Projectoptimization-from-scratch
February 21, 2024 – February 22, 2024
My playground to explore optimization concepts and algorithms.
View Projectdatascience-from-scratch
February 16, 2024 – February 24, 2024
A repository for machine learning (ML) algorithms created from scratch using native python and fundamental packages such as numpy. This repository is my personal workspace for deepening the understanding of the inner workings of ML algorithms.
View Projectdatascience-essentials
January 22, 2024 – November 20, 2024
A companion repository for my LinkedIn posts about data science essential concepts.
View Projectintro-ml-lifecycle-guest-lecture
March 23, 2023 – July 24, 2024
Introduction to the Machine Learning Lifecycle - Guest Lecture
View Projectmachine-learning-deployment-guest-lecture
March 20, 2023 – July 24, 2024
In this repository, you will find the Jupyter notebook for codes explained in a guest lecture at University of Alabama on 3/20/2022.
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on personal exploration and learning, with a strong emphasis on data science, machine learning, and LLMs. This aligns well with a role requiring continuous learning and innovation. However, the lack of team-based or production-oriented projects makes it difficult to assess collaboration and operational fit within a larger organizational culture. The current role as 'Data Scientist' at Virtua Health, though recent, indicates direct role alignment. The experience level is listed as 0, which contradicts the current role, suggesting a potential data discrepancy or very recent entry into the role.
Soft Skills & Operational Fit
The candidate's personal projects, especially those involving guest lectures and tutorial generation, suggest a proactive approach to learning and knowledge sharing. The focus on 'from scratch' implementations indicates a desire for deep understanding. However, without psychometric test results or interview data, a comprehensive assessment of soft skills like teamwork, stress handling, and communication clarity is not possible.