Felipe Jimenez
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Software Engineer | Backend & Cloud | Specializing in AI/ML Engineering
Bogotá, Bogota, Colombia
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Résumé
Jobs
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Artificial Intelligence EngineerKindWorks.AIOct 2025 - Current (1 year 1 month)• Scaled client delivery from 1 client/week to 8 clients/day with near-zero manual steps by building and improving production AI, backend, and analytics systems that supported both client delivery workflows and internal operating processes.
• Reduced reporting turnaround from manual workflows by designing a GCS, BigQuery, and Looker Studio architecture for scalable client reporting, dashboard delivery, and repeatable output generation across active client accounts.
• Restored delivery reliability and eliminated recurring failures by resolving production issues across Kubernetes, RabbitMQ, Firestore, Twilio, and Cloud Scheduler, stabilizing client-facing workflows and reducing operational disruption in production.
• Reduced co- Artificial Intelligence EngineerUniversidad de los AndesJan 2025 - Current (1 year 10 months)• Led end-to-end development of The Hub, a SaaS platform built in collaboration with Universidad de los Andes / Achievers Lab to support innovation and entrepreneurship programs from concept through delivery.
• Built Next.js API routes, Vercel functions, and Supabase Postgres integrations to support core workflows, webhook handling, and backend reliability.
• Improved release confidence and backend observability by adding health checks and centralized logging.
• Developed and advised on data and AI tools for innovation JAMs, improving program execution and participant experience. - Artificial Intelligence EngineerMovistar (Telefónica Hispam)Jan 2025 - Jun 2025 (6 months)• Reduced B2B feedback analysis from a 2-week manual process to under 2 days by building a Python-based AI system with data preprocessing, sentiment analysis, topic classification, prioritization, summarization, and data analysis.
• Identified 10%+ B2B growth opportunities with an AI analysis system that drew interest from B2B digital transformation leadership. - Data Engineer & Data AnalystLegalMetricaJan 2024 - Dec 2024 (1 year)• Built Python ETL pipelines to ingest, clean, standardize, and model large CSV-based supply-chain datasets for AB InBev / Bavaria into a reliable source of truth for analysis, reporting, and operational decision-making.
• Identified USD $3.6M-$4.5M in annual savings potential by analyzing transport costs, fuel, maintenance, provider performance, and logistics operations across Bavaria’s ground supply chain in Colombia. - Python Engineer (Cybersecurity)Universidad Nacional de ColombiaJan 2023 - Dec 2023 (1 year)• Strengthened postgraduate and executive cybersecurity training for university students and 50+ government officials by developing Python-based technical resources and hands-on implementations using Linux, virtual machines, and cryptographic concepts.
- LLM Fine-Tuning EngineerDataAnnotationJan 2022 - Dec 2022 (1 year)• Improved model behavior across 7+ AI models and 20+ datasets by supporting RLHF-related evaluation, prompt refinement, and data-quality workflows for large-scale training operations.
- QQuantitative TraderJan 2020 - Jan 2022 (2 years 1 month)• Achieved consistent returns in financial markets by leveraging quantitative data analysis and implementing rigorous risk management strategies.
Education
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- Universidad Nacional de Colombia — Bachelor of Science - BS, Computer Science & EngineeringUniversidad Nacional de Colombia🏆 Scholarship for 2nd and 3rd highest GPA among 928+ engineering students.