Jose Daniel Bolaños

Led design and delivery of enterprise-grade GenAI solutions for customer service, HR, academic advising, financial risk, and NL-to-SQL using LLMs, RAG, embeddings, and LangGraph. Drove OCI consumption growth 3.1x and provided technical interventions preventing churn in strategic accounts.

Managed cloud delivery for enterprise clients, ensuring adoption, reliability, and stakeholder alignment. Automated CI/CD and infrastructure provisioning, improving operational efficiency by 30%, and led migration to CDN-based architectures reducing infrastructure costs by 70%.

Designed and implemented high-volume data pipelines, reducing data uncertainty from 20% to 5%. Built scalable ETL workflows using Airflow, Snowflake, and Python to support marketing and operational analytics, enabling a 50% reduction in CAC across Facebook and TikTok.

Led a team of 3-4 engineers to design and deploy production ML-based document processing systems. Delivered ML solutions powering the ION platform, reducing manual document processing time by 90%, and designed scalable ML pipelines on AWS using SageMaker, Lambda, and Step Functions.

Led a team of 3-4 engineers developing computer vision systems for industrial automation. Built end-to-end ML solutions from dataset creation and model training to deployment and mobile monitoring, reducing leather measurement process time from 5 minutes to 5 seconds.

Developed pharmacokinetic ML models currently used in the Predictheon medical device, contributing to real-world clinical applications.

Simulated advanced imaging systems (CASSI) for computational imaging research.

Completed the OCI Certified Architect Associate certification.

Completed the OCI Certified AI Foundations Associate certification.

Completed the HCIA Cloud Services certification.

Completed the OCI Certified AI Autonomous Database Professional certification.

Completed the OCI Certified Foundations Associate certification.

Completed the OCI Certified Generative AI Professional certification.

Pursued a Master of Science in Electronics Engineering at Universidad del Valle, Cali, Colombia, completing in 2015.

Completed the HCIP Solutions Architect certification.

Completed the Airflow Fundamentals certification.

Earned a Bachelor of Science in Electronics Engineering from Universidad del Valle, Cali, Colombia, in 2012.

Completed the Airflow DAG Authoring certification.