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I’m Jeffrey Lee Conradi, a Senior Machine Learning Engineer and LLM Specialist with over 10 years of experience in scaling production systems and implementing state-of-the-art AI and large language models. I’m passionate about blending creativity with technology to solve real-world business problems and enhance products. I enjoy collaborating with cross-functional teams to build impactful AI solutions that improve customer engagement and operational efficiency. Continuous learning and exploring new techniques keep me motivated to drive innovation in the AI space.…I’m Jeffrey Lee Conradi, a Senior Machine Learning Engineer and LLM Specialist with over 10 years of experience in scaling production systems and implementing state-of-the-art AI and large language models. I’m passionate about blending creativity with technology to solve real-world business problems and enhance products. I enjoy collaborating with cross-functional teams to build impactful AI solutions that improve customer engagement and operational efficiency. Continuous learning and exploring new techniques keep me motivated to drive innovation in the AI space.

Jeffrey Lee Conradi

AI Engineer, Data Scientist, Developer, +2

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I’m Jeffrey Lee Conradi, a Senior Machine Learning Engineer and LLM Specialist with over 10 years of experience in scaling production systems and implementing state-of-the-art AI and large language models. I’m passionate about blending creativity with technology to solve real-world business problems and enhance products. I enjoy collaborating with cross-functional teams to build impactful AI solutions that improve customer engagement and operational efficiency. Continuous learning and exploring new techniques keep me motivated to drive innovation in the AI space.…I’m Jeffrey Lee Conradi, a Senior Machine Learning Engineer and LLM Specialist with over 10 years of experience in scaling production systems and implementing state-of-the-art AI and large language models. I’m passionate about blending creativity with technology to solve real-world business problems and enhance products. I enjoy collaborating with cross-functional teams to build impactful AI solutions that improve customer engagement and operational efficiency. Continuous learning and exploring new techniques keep me motivated to drive innovation in the AI space.

Available to hire

I’m Jeffrey Lee Conradi, a Senior Machine Learning Engineer and LLM Specialist with over 10 years of experience in scaling production systems and implementing state-of-the-art AI and large language models. I’m passionate about blending creativity with technology to solve real-world business problems and enhance products.

I enjoy collaborating with cross-functional teams to build impactful AI solutions that improve customer engagement and operational efficiency. Continuous learning and exploring new techniques keep me motivated to drive innovation in the AI space.

Skills

Experience Level

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Expert

Intermediate

Intermediate

Intermediate

Intermediate

Intermediate

Language

English

Fluent

Work Experience

Senior Machine Learning Engineer at Hyatt Hotels Corporation

March 31, 2025 - July 21, 2025

Built Sagemaker end-to-end ML pipeline based on Databricks Data Science pipeline. Developed Multi Agentic Business Process Automation using Langchain, Autogen, Python, PyTorch, Llama with Prompt Tuning and LLM Fine-tuning. Optimized training and deployment performance with Torch, Sagemaker, Spark, Airflow, etc. Collaborated on ML model deployment improving marketing client click-through rates by 40% and conversion rates by 30%. Designed dynamic data visualization tools enhancing stakeholder decision-making. Developed a chatbot leveraging LLMs improving user engagement by 30%, customer satisfaction, and reducing response times. Led Retrieval-Augmented Generation system implementation integrating real-time data retrieval with conversational AI, reducing information retrieval time by 40%. Integrated chatbots with enterprise systems reducing operational costs by 20%, enhancing workflow and internal communications efficiency.

Machine Learning Engineer at Urbint

June 1, 2022 - July 21, 2025

Designed end-to-end surveillance and risk analysis system with 200+ CCTV cameras and real-time data processing on Google Cloud. Generated custom datasets using Langchain, Python, and OpenAI with self-instruction and prompt-evolving methodologies. Fine-tuned LLMs to develop chatbot-style recommendation systems. Implemented end-to-end and unit testing using Cypress and Pytest with coverage up to 85%. Developed CV+NLP based document parsing platform using Google Cloud serverless solutions and AI services. Architected GCP infrastructure ensuring high security, privacy, end-to-end data flow, and multi-tenant support. Mentored team members and contributed to DevOps and development activities.

Machine Learning Engineer at Cisco

October 31, 2020 - July 21, 2025

Developed recommendation engine analyzing CRM and social media data using NLP (NER, NLU, NLG). Performed keyword extraction and document classification of service requests via unsupervised LDA modeling. Classified Cisco products to enhance sales team revenue generation. Clustered product features based on text data using NLP and K-means clustering.

Software Engineer at Stealth Mode Startup

June 1, 2014 - July 21, 2025

Optimized SaaS solution for an e-commerce platform with UI/UX research. Collaborated across functional teams. Built data annotation platform for AI projects involving object detection and segmentation in industrial domain. Developed custom API endpoints with Python and deployed using custom CI/CD methods.

Senior Machine Learning Engineer at Hyatt Hotels Corporation

March 31, 2025 - July 21, 2025

Built end-to-end ML pipelines using Sagemaker and Databricks Data Science pipeline. Developed Multi Agentic Business Process Automation processes with Langchain, Autogen, Python, PyTorch, Llama with Prompt Tuning, and LLM Fine-tuning. Optimized training and deployment performance using torch, sagemaker, spark, and airflow. Collaborated with engineers to deploy a marketing ML model that increased click-through rates by 40% and conversion rates by 30%. Designed dynamic data visualization tools enhancing data interpretability, developed an advanced LLM chatbot improving user engagement by 30%, and led implementation of a Retrieval-Augmented Generation system reducing info retrieval time by 40%. Successfully integrated chatbots with enterprise systems, reducing operational costs by 20% and boosting internal communication efficiency.

Machine Learning Engineer at Urbint

June 1, 2022 - July 21, 2025

Designed a surveillance and risk analysis system integrating 200+ CCTV cameras using real-time data processing on Google Cloud. Generated custom datasets using langchain, Python, and OpenAI with self-instruction and evolving prompts. Fine-tuned LLMs to build a chatbot-style recommendation system. Implemented testing with Cypress and Pytest achieving up to 85% test coverage. Developed a CV+NLP document parsing platform leveraging Google Cloud serverless solutions and AI services. Architected high-security, multi-tenant GCP architecture from concept to completion. Mentored team members and contributed to DevOps and development activities.

Machine Learning Engineer at Cisco

October 1, 2020 - July 21, 2025

Built recommendation engines for user feedback and reactions using NLP on CRM and social media data. Implemented keyword extraction and document classification using unsupervised LDA modeling. Classified Cisco products to support sales teams and revenue generation. Performed feature clustering of product texts using NLP and K-means clustering.

Software Engineer at Stealth Mode Startup

June 1, 2014 - July 21, 2025

Optimized SaaS solutions with focus on UI/UX for e-commerce platforms. Worked with cross-functional teams and built data annotation platforms for AI projects focusing on object detection and segmentation in industrial domains. Developed custom API endpoints with Python and deployed via custom CI/CD methods.