Herman Wandabwa
Senior AI Researcher at Commonwealth Bank
Greater Melbourne Area Australia
Summary
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Senior🎓
Top SchoolHerman Wandabwa is a Senior AI Researcher with a decade of experience building production-grade ML and AI systems that deliver measurable business impact across finance, insurance, and transport. He specializes in scalable, responsible AI—particularly LLMs, multi-agent systems, agent evaluation, and monitoring frameworks—having deployed multimodal pipelines processing thousands of documents and integrated advanced interpretability and governance tools. Herman’s work blends rigorous research (PhD-level) with hands-on engineering on AWS SageMaker, Azure, and Snowflake, and he has driven measurable outcomes like conversion uplifts, churn reduction, and multimillion-dollar fraud savings. He’s equally at home prototyping agentic automation and designing uplift models for targeted campaigns, reflecting a rare mix of applied research and product-focused delivery. Based in Melbourne, he frequently collaborates across cross-functional teams to turn complex analytics into operational solutions and is active in data science writing and community knowledge-sharing. An understated but distinctive strength is his history of building end-to-end evaluation and monitoring pipelines that keep sophisticated models reliable and auditable in production.
10 years of coding experience
2 years of employment as a software developer
Doctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Auckland University of TechnologyBachelor’s Degree Information Technology, Bachelor’s Degree Information Technology at Jomo Kenyatta University of Agriculture and Technology (JKUAT)Master’s Degree Computer Science and Application Technology, Master’s Degree Computer Science and Application Technology at Central South UniversityComputer Science, Computer Science at Xiamen University
English, Swahili
Stackoverflow
423reputation
74kreached
4answers
32questions
Github Skills (54)
gensim10
latent-dirichlet-allocation10
word2vec10
corpus10
word-embeddings10
fasttext10
topic-modeling10
glove10
lda9
data-mining9
information-retrieval9
sentence-similarity9
nlp9
python8
natural-language-processing8
Programming languages (3)
Github contributions (5)
wandabwa2004/portfolio
Sep 2020 - Mar 2025
Contributions:2 PRs, 2 pushes, 2 branches in 4 years 6 months
wandabwa2004/DS_Projects
Jul 2020 - Mar 2025
Contributions:95 pushes, 1 branch in 4 years 8 months
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