Agentic AI Engineer | Gen AI Engineer | ML Engineer | Data Engineer

12/2022 – offen

Designed, constructed, and deployed AI agents for client interactions, providing accurate financial information
and personalized responses.
● Implemented AI-driven risk management processes, analyzing large datasets to identify potential risks and
opportunities.
● Developed AI-powered systems for automated financial document processing, achieving 97% accuracy.
● Utilized Generative AI tools to assist developers in code writing, debugging, and documentation.
● Implemented Retrieval Augmented Generation (RAG) to improve the quality of chatbot responses.
● Integrated external tools with AI agents to enhance functionality.
● Developed client briefing generators using LLMs.
● Implemented autonomous AI agents for regulatory compliance monitoring and reporting.
● Worked with large language models to improve customer satisfaction.

Lead Developer

12/2021 – 12/2022

Developed and deployed fraud detection models on Vertex AI, reducing false positives by 20% and safeguarding
transactions worth $50M.
● Implemented scalable ML pipelines for real-time fraud detection across 1M+ daily transactions.
● Fine-tuned machine learning and deep learning models using hyperparameter tuning and cross-validation,
ensuring high accuracy and effectiveness.
● Implemented MLOps practices to automate model deployment, monitoring, and retraining within GCP.

Machine Learning Engineer

12/2020 – 12/2021

Engineered and deployed machine learning models to predict customer churn, achieving 85% accuracy.
● Utilized logistic regression, decision trees, random forests, and gradient boosting for churn prediction.
● Developed and engineered features from customer data sources, including behavioral patterns and usage
metrics.
● Leveraged Vertex AI and BigQuery for model training and data analysis.
● Implemented MLOps practices for automation.
● Enabled targeted customer retention campaigns, reducing churn by 15%.

Machine Learning Engineer