Kevin Cano

Kevin Cano

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Full Stack Developer
Risaralda Department, Colombia

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Jobs verified_user 0% verified
  • O
    Machine Learning & SWE Evaluation Specialist
    Outlier Scale Al (Contract)
    Nov 2024 - Jan 2026 (1 year 3 months)
    Evaluated, debugged, and refined LLM outputs across 15+ project types, each with unique rules, tools, datasets, and documentation. Worked on code, SQL, NLP, data cleaning, Airflow DAG analysis, multi-language (Python, C++/Go/JS), and full-stack troubleshooting tasks. Analysed PRs, issues, and test suites from real GitHub repositories; identified root causes and validated patches in environments using Docker, Gradle, Python, and Airflow. Performed NLQ→SQL audits using BigQuery; optimised queries, corrected JOIN logic, and validated schema alignment. Conducted structured model evaluation: reasoning QA, grounding verification, adherence to constraints, and safety compliance. Produced clear English documentation, rubrics, and feedback for train
Education verified_user 0% verified
  • A
    Building Next-Gen Al Solutions with Agents
    Anyone Al
    Oct 2025 - Jan 2026 (4 months)
    2025
  • A
    Applied Artificial Intelligence Program
    Anyone Al
    Jul 2024 - Jan 2025 (7 months)
    2024
  • Universidad Católica de Pereira
    Full Stack Software Engineering Coursework
    Universidad Católica de Pereira
    Jan 2024 - Dec 2024 (1 year)
    2023–2024
  • Universidad Tecnológica De Pereira
    Bachelor's in Systems and Computing Engineering
    Universidad Tecnológica De Pereira
    Jan 2021 - Current (5 years 4 months)
    2021–Present
Projects (professional or personal) verified_user 0% verified
  • Universidad Tecnológica De Pereira
    Distributed Multiplayer Game System (Python + Sockets)
    Universidad Tecnológica De Pereira
    Jan 2025 - Jun 2025 (6 months)
    Real-time client-server game architecture using TCP sockets, concurrency, synchronization (Berkeley) and Pygame UI.
  • Anyone AI
    Creditworthiness Prediction (Fintech)
    Anyone AI
    Jul 2024 - Dec 2024 (6 months)
    Machine learning models using Random Forest and XGBoost, feature engineering, hyperparameter search (Grid/Random), model explainability and performance evaluation.
  • Anyone AI
    Vehicle Classification with CNNs + ResNet
    Anyone AI
    Jul 2024 - Dec 2024 (6 months)
    Deep learning pipeline with TensorFlow/Keras, transfer learning, data augmentation, model optimization and deployment-ready inference scripts.
  • Anyone AI
    Sentiment Analysis with BERT
    Anyone AI
    Jul 2024 - Dec 2024 (6 months)
    NLP pipeline using Transformers (BERT), preprocessing, tokenization, fine-tuning, evaluation (F1/Accuracy), and prompt-engineering-based improvements.