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criscotero/README.md

๐Ÿ‘‹ About Me

Hi! Iโ€™m Christian Otero, an iOS Developer and Machine Learning Enthusiast with a background in Biomedical Engineering. I specialize in developing high-quality, scalable iOS applications using Swift, UIKit, and SwiftUI, while also expanding my expertise in AI and Machine Learning. I thrive in Agile environments, love solving complex problems, and enjoy collaborating on impactful tech solutions.

๐Ÿ’ผ Professional Experience

๐Ÿš€ iOS Developer | Backbase (03/2022 - 03/2024)

  • Developed and delivered mobile banking apps for Banco Security Chile and Banco de la Naciรณn de Perรบ.
  • Specialized in Swift, UIKit, SwiftUI, Combine, and Core Data.
  • Integrated complex APIs and optimized app performance and responsiveness.
  • Collaborated on adopting SwiftUI and automating development processes.

๐Ÿค– Machine Learning Developer Fellow | Anyone AI (09/2024 - Present)

  • Developed ML APIs and deployed models using TensorFlow, FastAPI, and Streamlit.
  • Projects include image classification (ResNet-50), vehicle recognition, and sentiment analysis.
  • Gained hands-on experience with MLOps, Databricks, and Scikit-learn.

๐Ÿง  AI Coding QA & Training | Scale AI (05/2024 - 09/2024)

  • Fine-tuned Large Language Models (LLMs) using RLHF.
  • Validated AI-generated code solutions and optimized SQL queries.
  • Enhanced generative AI systems for industry-specific use cases.

๐Ÿ“ฑ Android & Backend Developer | Sophos Solutions (02/2021 - 03/2024)

  • Worked on banking apps for Banco Banesco and Banco Security.
  • Gained full-stack experience with Java Spring Boot, Docker, Kubernetes, and MVVM architecture.
  • Contributed to backend optimization and containerization processes.

๐Ÿ“ˆ Account & Project Manager Assistant | Ikarosoft Technology (2020 - 2022)

  • Supported project coordination using Scrum.
  • Assisted in client communication, product promotion, and project documentation.

๐Ÿ› ๏ธ Technical Skills

  • iOS Development: Swift, SwiftUI, UIKit, Core Data, Combine, CocoaPods, MVC, MVVM.
  • Machine Learning: TensorFlow, Scikit-learn, Pandas, Keras, FastAPI, Streamlit, MLOps.
  • Backend & Cloud: Java Spring Boot, Docker, Kubernetes, AWS, GCP.
  • AI & NLP: LLMs, RLHF, Transformers, Prompt Engineering.
  • Databases & Tools: MySQL, PostgreSQL, Databricks, GitFlow, Azure DevOps.
  • Other: Android Development, Kotlin, GraphQL, REST APIs.

๐Ÿ… Certifications

  • Certified Associate in Project Management (CAPM)ยฎ โ€“ PMI
  • Data Science with Python โ€“ IBM, Coursera
  • Machine Learning with Big Data โ€“ UC San Diego, Coursera
  • Google Cloud Platform Big Data & ML Fundamentals โ€“ Google
  • SQL for Data Science โ€“ Universidad del Rosario

๐Ÿ“š Education

  • Machine Learning Developer Fellowship โ€“ Anyone AI (Ongoing)
  • Specialization in Machine Learning & Advanced Data Science โ€“ Universidad Nacional de Colombia
  • BSc in Biomedical Engineering โ€“ Universidad de los Andes
  • Administrative Assistant Technician โ€“ SENA Colombia

๐Ÿ“Š Featured Projects

  • Mobile Banking App (Backbase): iOS hybrid development combining UIKit and SwiftUI for LATAM banks.
  • Image Classification API (AnyoneAI): ML deployment with ResNet-50 achieving 93% accuracy.
  • Sentiment Analysis Model: Analyzing movie reviews with 89% ROC/AUC.
  • Vehicle Recognition: Classifying vehicle make & model from e-commerce images with 83% accuracy.
  • LLM Fine-Tuning (Scale AI): RLHF and HITL optimization of generative AI systems.

๐Ÿ“ซ Letโ€™s Connect

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