Available to hire
I am Oliver Dionisio Fernandez, a Senior Software Engineer & AI/ML Engineer with over ten years of experience delivering scalable cloud-native systems and AI-powered solutions across enterprise and startup environments.
I’m passionate about building distributed microservices, full-stack applications, and high-performance platforms using modern languages and frameworks. I specialize in designing and deploying AI/ML systems, including LLM workflows and intelligent automation, and I thrive in Agile teams focused on secure, observable production environments and digital transformation.
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Language
English
Fluent
Work Experience
Senior Software Engineer & AI/ML Engineer at Instinctools
January 1, 2023 - November 1, 2025Designed and implemented scalable cloud-native microservices architectures supporting enterprise digital transformation and AI-driven product development across distributed environments. Built high-performance backend services in Golang and Python to support large-scale asset discovery, monitoring, and operational intelligence systems. Implemented RESTful APIs using FastAPI and OpenAPI, optimized PostgreSQL schemas with indexing and query tuning, added Redis caching to reduce latency, and containerized applications with Docker and Kubernetes for reliable production deployments on AWS (ECS, ECR, S3, RDS, IAM, CloudWatch, ElastiCache). Automated infrastructure with CloudFormation and built CI/CD pipelines with GitHub Actions. Established observability, RBAC/IAM security, and asynchronous processing with Celery and Redis to improve throughput. Collaborated with product managers to translate business requirements into AI-enabled solutions and supported LLM workflows and intelligent automat
Software Engineer at Proudcloud
November 1, 2020 - November 1, 2022Developed scalable enterprise applications using Agile methodologies across multiple industries. Built event-driven microservices for logistics and operational workflows; backend systems in C#/.NET supporting production planning and optimization. Implemented CI/CD pipelines with Azure DevOps, designed data pipelines for real-time insights and enterprise reporting, and applied constraint optimization to improve resource allocation. Built observability dashboards and integrated third-party APIs to support logistics and enterprise workflow automation.
Full Stack Developer at ThinkBIT Solutions
May 1, 2019 - October 1, 2020Developed secure, high-performance web applications aligned with ISO standards and enterprise compliance for global clients. Engineered backend systems and ETL pipelines for financial transaction processing; built scalable APIs and microservices enabling real-time data processing and analytics. Implemented monitoring and alerting to reduce downtime and collaborated with cross-functional teams in Agile environments to deliver scalable and maintainable software solutions.
Full Stack Developer & AI / ML Engineer at Arcanys
April 1, 2015 - April 1, 2019Developed large-scale machine learning systems and recommendation engines using distributed computing frameworks. Built high-performance C++ components optimizing inference pipelines and trained models using TensorFlow, PyTorch, and Spark MLlib for predictive analytics and personalization. Developed distributed data pipelines with Hadoop and Spark for petabyte-scale data processing and real-time analytics, implemented NLP and anomaly detection algorithms, and built backend web applications using PHP and Laravel with RESTful API integrations.
Senior Software Engineer & AI Engineer at American Elite Accountants (US)
December 1, 2025 - April 30, 2026Developed AI-powered accounting automation workflows using n8n, Make.com, OpenAI, and Claude; built scalable Python FastAPI and Node.js microservices; created responsive Next.js/React dashboards for monitoring and reporting; integrated REST APIs, webhooks, and SaaS platforms; designed PostgreSQL databases and ETL pipelines; automated repetitive accounting operations reducing manual workloads by 65%.
Full Stack Developer at Arcanys
March 31, 2015 - April 29, 2019Developed large-scale ML systems and recommendation engines; built high-performance C++ components to optimize inference; designed and trained ML models using TensorFlow, PyTorch, and Spark MLlib; developed distributed data pipelines with Hadoop and Spark for petabyte-scale, real-time analytics; implemented NLP and anomaly detection; built backend in PHP/Laravel; designed RESTful APIs and performed API integration; optimized Laravel performance with database tuning and caching.
Senior AI & Full Stack Engineer at American Elite Accountants (US)
October 31, 2025 - April 29, 2026• Designed and implemented AI-powered automation workflows using make.com and n8n to streamline accounting operations and reduce manual processing workloads.
• Developed scalable backend systems using Python (FastAPI) and Node.js to support AI automation applications and enterprise-level workflow orchestration.
• Built responsive frontend applications using Next.js and React.js for internal dashboards, workflow monitoring, and AI-driven reporting systems.
• Integrated OpenAI and Claude APIs into automation pipelines to enable intelligent document processing, summarization, and financial reporting automation.
• Designed and optimized large-scale PostgreSQL database architectures supporting high-volume transactional systems and AI-driven analytics workflows.
• Developed AI automation applications that connect multiple business systems using REST APIs, webhooks, and third-party SaaS integrations.
• Built ETL pipelines and data processing systems using Python to improve accuracy, consistency, and efficiency of business reporting workflows.
• Improved operational efficiency by 65% through end-to-end automation of repetitive accounting and administrative processes using AI systems.
Education
Bachelor’s Degree in Computer Science at Cebu Technological University (CTU)
June 1, 2011 - March 1, 2015Bachelor's Degree in Computer Science at Cebu Technological University (CTU)
June 1, 2011 - March 1, 2015Bachelor's Degree in Computer Science at Cebu Technological University (CTU)
June 1, 2011 - March 1, 2015Qualifications
Industry Experience
Software & Internet, Professional Services, Manufacturing, Transportation & Logistics, Education
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