I am an AI/ML Engineer specialized in NLP and GenAI, with hands-on experience building and deploying enterprise-grade LLM solutions using Azure ML, Databricks, PyTorch, and Hugging Face. I excel at delivering custom ML architectures, training pipelines, and scalable end-to-end systems for text analytics and medical imaging. I have a proven track record of building models that reduce costs, speed up decisions, and increase accuracy, while integrating user-facing systems seamlessly into business workflows. I bring a strong product-thinking approach along with research and innovation skills, including custom deep learning pipelines, fine-tuned LLMs, RAG frameworks, and tokenization strategies. I thrive under tight deadlines, able to execute from a blank slate to deploying production-ready solutions quickly and efficiently.

Duncan Sebampitako

I am an AI/ML Engineer specialized in NLP and GenAI, with hands-on experience building and deploying enterprise-grade LLM solutions using Azure ML, Databricks, PyTorch, and Hugging Face. I excel at delivering custom ML architectures, training pipelines, and scalable end-to-end systems for text analytics and medical imaging. I have a proven track record of building models that reduce costs, speed up decisions, and increase accuracy, while integrating user-facing systems seamlessly into business workflows. I bring a strong product-thinking approach along with research and innovation skills, including custom deep learning pipelines, fine-tuned LLMs, RAG frameworks, and tokenization strategies. I thrive under tight deadlines, able to execute from a blank slate to deploying production-ready solutions quickly and efficiently.

Available to hire

I am an AI/ML Engineer specialized in NLP and GenAI, with hands-on experience building and deploying enterprise-grade LLM solutions using Azure ML, Databricks, PyTorch, and Hugging Face. I excel at delivering custom ML architectures, training pipelines, and scalable end-to-end systems for text analytics and medical imaging. I have a proven track record of building models that reduce costs, speed up decisions, and increase accuracy, while integrating user-facing systems seamlessly into business workflows.

I bring a strong product-thinking approach along with research and innovation skills, including custom deep learning pipelines, fine-tuned LLMs, RAG frameworks, and tokenization strategies. I thrive under tight deadlines, able to execute from a blank slate to deploying production-ready solutions quickly and efficiently.

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Experience Level

Expert
Expert
Expert
Expert
Intermediate
Intermediate

Work Experience

Machine Learning Engineer at Marconi Research Lab
December 31, 2025 - August 23, 2025
Automated medical report generation using PyTorch and TensorFlow, reducing manual reporting time by approximately 40%. Built an end-to-end ML pipeline from dataset curation to model deployment utilizing Azure ML, Databricks, and Docker. Enabled real-time diagnostics for radiologists through secure system integrations, enhancing diagnostic efficiency and accuracy.

Education

M.S. in Artificial Intelligence at La Trobe University
January 11, 2030 - August 23, 2025

Qualifications

Academic Excellence Scholarship
January 11, 2030 - August 23, 2025

Industry Experience

Healthcare, Software & Internet, Life Sciences