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felipejimenez-ai/README.md

Hello, I'm Felipe 👋

LinkedIn Portfolio

  • AI Engineer focused on production LLM workflows, backend systems, automation, and analytics pipelines
  • BS in Computer Science & Engineering (GPA: 4.6 / 5.0) — National University of Colombia
  • Strong in Python, APIs, GCP, BigQuery, prompt engineering, and production incident resolution

Note

🔍 Seeking Software Engineer / AI Engineer roles with strong exposure to Data Engineering, Applied AI, and ML systems.

⚙️ Core Competencies & Technologies

Python
Backend & Platform
  • Python
  • TypeScript
  • REST APIs
  • Backend Integrations
  • Docker
  • Kubernetes
GCP
Cloud & Data
  • GCP
  • BigQuery
  • Firebase / Firestore
  • SQL
  • Data Pipelines / ETL
  • Looker Studio
AI
AI, LLMs & Automation
  • Generative AI
  • LLM APIs
  • Prompt Engineering
  • AI Workflow Automation
  • NLP
  • Fine-Tuning / RLHF

💼 Recent Experience Highlights

  • AI Engineer, KindWorks.AI (2025–Present): Scaled client delivery from 1 client/week to 8 clients/day by building production AI, backend, and analytics systems.
  • AI Engineer / Project Lead, University of the Andes (2025–Present): Leading development of The Hub, a SaaS platform supporting innovation and entrepreneurship programs.
  • AI Engineer, Movistar Telefónica Tech (2025): Built an AI system for customer feedback analysis with 10%+ B2B engagement potential.
  • Data Engineer & Data Analyst, Legal Metrica (2024–2025): Built Python ETL pipelines and identified USD $3.6M–$4.5M in annual savings potential.
  • LLM Fine-Tuning Engineer, DataAnnotation Tech (2023–2024): Supported RLHF evaluation, prompt refinement, and data-quality workflows across 7+ AI models and 20+ datasets.

🏆 Achievements

  • Hackathon & Entrepreneurship Judge/Mentor (2025): EAN University, Externado University, and MinTIC Tech Talent
  • Honor Roll, National University of Colombia: 2nd and 3rd highest GPA among 928+ engineering students
  • Top 1% Admission Exam, UNAL: Ranked 341st out of 44,188 applicants and 14th out of 97 admitted to Computer Science & Engineering
  • Double 2nd Place in Competitive Programming Marathon, Distrital University (07/2017 and 12/2017): Competed with 30+ teams
  • 1st Best CEO and 2nd Best Project among 40+ projects, UNAL and INNpulsa: Led a project on electric vehicle charging

📚 Certifications

🗂️ Pinned Projects

  • The Hub
    SaaS platform to help people find the right person in the room, instantly.

  • Mentoria
    Full-stack AI system that turns videos into learnable insights.

  • Makers Tech Chatbot
    AI inventory assistant.

  • Credit Card Fraud Detection
    EDA and preprocessing for a credit card fraud detection dataset.

  • AI Genomics
    Exploring AI applications in genomic data analysis.

  • Forum API
    Secure, scalable, production-ready REST API backend for a question-and-answer forum.

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  1. felipejimenez-ai felipejimenez-ai Public

    GitHub profile.