Antonio Lara Gutiérrez

Data Scientist

https://talent.gravityer.com/antonio-lara-gutierrez

Ph.D. candidate @ University of Malaga researching advanced AI and cybersecurity methodologies.

nicslabdev at Universidad de Málaga

Key Strengths

Demonstrated interest in Data Science and AI/ML through personal projects like 'AMD-GAN' and 'GenPot'.
Experience with Python, a core language for Data Science.
Exposure to machine learning concepts, specifically GANs and LLMs, as indicated by project descriptions.
Current role as 'Data Scientist' at nicslabdev, aligning with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

The candidate's projects show a strong focus on cybersecurity and AI/ML applications within that domain, which could indicate a good fit for roles requiring specialized knowledge in these areas. The diversity of projects, while technically focused, suggests an ability to explore different problem spaces. However, the lack of explicit team-based projects or contributions makes it difficult to assess collaborative cultural fit.

Soft Skills & Operational Fit

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

AI is analyzing your overall score…

Identifying your key strengths…

Evaluating your skill match against the job requirements…

Assessing your cultural and operational fit

Projects

IoC-Knowledge-Engine

March 24, 2026 – Present

IoC-Knowledge-Engine — GitHub repository

View Project

Malware-Stylometry-Attribution

March 24, 2026 – Present

Malware-Stylometry-Attribution — GitHub repository

View Project

AMD-GAN

February 4, 2026 – Present

AMD-GAN: Adaptive Manifold-Decoupled GAN for NIDS. Solves extreme class imbalance via isolated generators and dynamic training physics (size-dependent regularization). Validated on CIC-IDS2017. A project part of a PhD. financed by INCIBE and CiberIA Project.

View Project

HoneyV

January 23, 2026 – Present

HoneyV — GitHub repository

View Project

ai-malware-classification

November 19, 2025 – Present

ai-malware-classification — GitHub repository

View Project

HoneyV-malware-dataset

November 18, 2025 – Present

HoneyV-malware-dataset — GitHub repository

View Project

GenPot

July 24, 2025 – Present

GenPot: a generative honeypot (fine‐tuned LLMs + OpenCanary + FastAPI). Part of the CiberIA research initiative (Project C079/23) funded by INCIBE and developed as part of a PhD implementation article.

View Project

Response-to-Reviewers-Journal-Submission

June 26, 2025 – June 26, 2025

Response-to-Reviewers-Journal-Submission — GitHub repository

View Project

oracle_challenge_ensena

May 12, 2025 – May 12, 2025

oracle_challenge_ensena — GitHub repository

View Project

antoniol00

May 8, 2025 – May 8, 2025

antoniol00 — GitHub repository

View Project

Key Strengths

Demonstrated interest in Data Science and AI/ML through personal projects like 'AMD-GAN' and 'GenPot'.
Experience with Python, a core language for Data Science.
Exposure to machine learning concepts, specifically GANs and LLMs, as indicated by project descriptions.
Current role as 'Data Scientist' at nicslabdev, aligning with the target role.

Cultural & Operational Fit

Cultural Fit Analysis

Soft Skills & Operational Fit

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

Antonio Lara Gutiérrez

Key Strengths

Cultural & Operational Fit

Top Skills

Skills

Experience

Projects

Key Strengths

Cultural & Operational Fit