Specialized in enterprise app development & software architecture, skilled in C#, .NET, Azure, reactJS, JavaScript, C, Python, ML, DeepL, LLMs and generative-AI
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Assessing your cultural and operational fit
Illium Codeworks
Data Scientist
June 23, 2026 – Present
liara
May 6, 2026 – Present
Liara is a cross-cutting utility that provides contracts and helpers for implementing common tasks across backend systems.
View Projecterickbr15
May 4, 2026 – Present
Illium Codeworks — personal profile highlighting backend, AI, and distributed systems work
View Projectpalaven-llm
May 13, 2024 – January 9, 2025
Virtual asistant for mexican accountants implemented using open-source LLM with RAG and fine-tuned using PEFT-QLora
View Projectdlpytorch-object-detection
April 9, 2024 – April 22, 2024
Computer vision - Object detection using python and pytorch
View Projectdlpytorch-leaves-classification
March 31, 2024 – March 31, 2024
The core of this project revolves around the development of specialized neural network models for two key tasks: species classification and health status assessment of plant leaves.
View Projecttech16-llm-notebooks
March 19, 2024 – March 19, 2024
openAI LLM demos (prompt engineering, rag, agents)
View ProjectCultural Fit Analysis
The candidate's project portfolio is heavily focused on personal initiatives, which demonstrates strong self-motivation and passion for the field. However, the lack of team-based or collaborative projects makes it difficult to assess cultural fit in a professional team environment. The projects align well with a Data Scientist role, particularly in AI/ML and LLM domains.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. No psychometric test results or interview feedback provided.