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Professional Experience

My career has been focused on applying robust engineering principles and innovative technologies to solve significant challenges and deliver measurable value across diverse industries. Below are highlights of my key roles and contributions.


AI/ML Contract Engineer

Howmet Aerospace | 2023 – 2024

Focused on integrating practical AI/ML solutions into the manufacturing environment to drive tangible improvements in quality control and operational efficiency. My work emphasized real-world application and measurable outcomes.

  • Developed and deployed machine learning models for real-time defect identification, significantly enhancing product quality and reducing material waste.
  • Engineered and optimized data pipelines for collecting and processing high-volume manufacturing data, establishing a robust foundation for predictive analytics.
  • Contributed to the company's Industry 4.0 strategy by delivering user-friendly AI tools that were successfully adopted and integrated into existing production workflows.
  • Designed and implemented explainable AI systems that provided actionable insights to engineering and production teams, facilitating data-driven decision-making.

Key Technologies & Methodologies: Python, TensorFlow, Keras, Scikit-learn, Computer Vision, Anomaly Detection, Data Engineering (Pandas, NumPy), SQL, Agile Development.


Multiple Roles, Technology Consultant & Engineer

IBM - Global Business Services (Consulting) | 2022 – 2023

Engaged with Fortune 500 clients to architect, develop, and implement transformative technology solutions, with a primary focus on AI, data analytics, and cloud modernization. My roles required translating complex business requirements into functional, high-impact technical systems.

  • Led the design and full-stack development of AI-powered chatbots and virtual assistants (utilizing Vue.js for front-end interfaces and Node.js for backend logic) to improve customer service efficiency and user engagement for enterprise clients.
  • Engineered scalable data pipelines and developed interactive dashboards that provided critical business intelligence, supporting strategic, data-informed decision-making.
  • Developed, containerized (Docker), and orchestrated (Kubernetes basics) cloud-native applications, ensuring robust deployment and operational excellence using modern CI/CD practices (GitHub Actions).
  • Consistently delivered well-documented, clean, and maintainable systems, emphasizing modern software development practices and ensuring solutions directly addressed client objectives and key performance indicators.

Key Technologies & Skills: AI/ML (NLP, Predictive Modeling), Python, Vue.js, Node.js, Express.js, SQL & NoSQL Databases (e.g., PostgreSQL, MongoDB), Cloud Platforms (AWS, Azure fundamentals), Docker, Kubernetes, Twilio API, RESTful APIs, CI/CD, Agile Methodologies, Client Management, Technical Leadership.


Computer Science & AI Educator

Various Institutions | 2024 – Present

Dedicated to empowering the next generation of technologists by teaching foundational and advanced concepts in computer science, data analysis, artificial intelligence, and cloud computing with a focus on practical application.

  • Designed and delivered comprehensive and engaging curricula for diverse learners, including high school students and university undergraduates, emphasizing real-world problem-solving.
  • Developed and supervised hands-on, project-based learning modules that solidified understanding of complex topics like machine learning algorithms and data structures, encouraging critical thinking and practical skill acquisition.
  • Focused on demystifying intricate subjects through clear explanations and relevant examples, ensuring students grasped both the theoretical underpinnings and the practical applications of technology.
  • Mentored students on academic pathways and career development in technology, providing guidance on skill-building, industry best practices, and emerging trends.

Key Areas of Instruction: Python Programming, Data Structures & Algorithms, Machine Learning Fundamentals, Deep Learning Concepts, Cloud Computing Principles (AWS/Azure), AI Ethics, Data Visualization, Project-Based Learning.


Independent Technology Consultant

Freelance | Ongoing

Partnering with founders, educators, and agile teams to transform innovative ideas into well-executed, robust digital products and systems. My freelance engagements focus on providing targeted expertise and delivering high-quality, sustainable solutions.

  • Provide end-to-end full-stack development services for web and mobile applications, from initial concept and UI/UX refinement through to backend architecture, API development, and deployment.
  • Specialize in optimizing application performance, enhancing user flows, and strategically integrating intelligent features (AI/ML) into new or existing digital products.
  • Offer technical mentorship and advisory to development teams, helping to establish best practices, streamline development workflows, and elevate overall technical proficiency.
  • Select projects that align with a philosophy of smart, grounded development, prioritizing clear communication, achievable objectives, and impactful, lasting outcomes.

Key Services & Technologies: Full-Stack Development (Vue.js, React, Node.js, Python/Django/Flask), UI/UX Design Collaboration, API Design & Integration, Database Architecture (SQL/NoSQL), Cloud Deployment (AWS, Google Cloud, Vercel), AI/ML Model Integration, Technical Strategy, Mentorship.