
Arnold Wikey
Computational Linguist | AI & ML Engineer
Updated 7 months ago
18+
Years Experience
8
Roles
44
Skills
4
Education
About
I’m a senior NLP engineer specializing in semantics and generative grammar with a strong track record of delivering machine learning solutions. I have led NLP and analytics projects, architected ETL pipelines and backend systems, and deployed 8 machine learning projects to production in my career. I’m passionate about transforming raw data into actionable insights that power intelligent products, and I thrive at the intersection of language, analytics, and real-world impact. I hold degrees in Applied Mathematics (UC Santa Cruz) and Computational Linguistics (San Jose State University). I'm a lifelong learner, and I always approach new projects and challenges with a growth mindset. Highlights of my background include: - Team and project leadership - Mentorship of interns and junior developers - Design and deployment of scalable NLP models and processing systems - Backend development expertise in Python, Bash, and SQL - Proficiency with Linux/Unix, Git, NLP libraries, and API development - Data-driven modeling of problem statements and solutions
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Experience (8 roles)
Senior Backend Software Engineer
- LLM prompt engineering and retrieval augmented generation (RAG) for patient clinical note creation (Python). - Developed FHIR data processing pipelines (Python, Django). - Migrated HCC codes, including ICD-10-CM mappings, from version 24 to 28 for internal risk adjustment calculations. Skills: Alg...
Principal Machine Learning Engineer (NLP)
- Facilitated bi-weekly meeting to discuss team projects, automation improvements, and solving business use cases. - Led internship program, mentored interns on various NLP projects, and delegated project responsibilities to contractors. - Advocated for security and privacy of member data by impleme...
Founding ML Engineer
- Created ‘no data model’ architecture ETL pipeline for unpacking semi-structured data into relational tables, including metadata extraction, data type checking, and Snowflake task and stream creation (SQL, JavaScript). - Created CI/CD pipelines for deploying services (Docker, GitHub Actions, AWS). ...
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Education (4)
San José State University
2017 - 2018
Skills: Model Training · Mathematics · Natural Language Understanding · Deep Learning · Programming · Data Structures · Algorithms · TensorFlow
UC Santa Cruz
2006 - 2009
Skills: Mathematics · C++ · Programming · Data Structures · Algorithms
Mission College
2004 - 2006
Skills: Mathematics · C++ · Programming · Data Structures · Algorithms
Skills (44)
Certifications (20)▼
jQuery
W3Schools.com
PHP
W3Schools.com
Cryptography I
Coursera
CSS
W3Schools.com
Network+ CE
CompTIA
Gamification
Coursera Course Certificates
Social and Economic Networks: Models and Analysis
Coursera
JavaScript
W3Schools.com
Prepare for the Google Cloud Professional Machine Learning Engineer Certification
Network+
CompTIA
Oracle Certified Professional MySQL 5 Developer
Oracle
Think Again: How to Reason and Argue
Coursera Course Certificates
Computing for Data Analysis
Coursera Course Certificates
HTML
W3Schools.com
XML
W3Schools.com
A+ IT Technician
CompTIA
Machine Learning
Coursera
A+ IT Technician CE
CompTIA
Linux+
CompTIA
Security+
CompTIA
Languages (4)▼
Honors & Awards (1)▼
Guest Speaker
Apr 2024
Associated with San Jose State University Gave a talk to a Corpus Linguistics class about what NLP problems I've worked on, my approaches to solving NLP problems, how the classes I took at SJSU have helped with NLP tasks, and how knowledge of linguistics helps with solving these problems.
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