Skala User
@skalauser
I’m an AI/ML and LLM builder blending mathematical reasoning with production-ready evaluation, OCR, and generative systems.
What I'm looking for
I’m pursuing a Masters in computer science at the University of Texas at Dallas (UTDallas) to deepen my programming fundamentals and strengthen how I build and model Artificial Intelligence. My focus blends generative AI, machine learning, data science, computational logic, and statistical modeling—because strong reasoning is the foundation for reliable systems.
In my recent role as a Mathematics & Logic Optimization Consultant at Handshake AI (Mathematics Division), I automated ML-driven accuracy analysis (CER, WER) and created AI evaluation workflows that achieved 30% faster performance comparisons. I also built multilingual OCR workflows using Tesseract and Google Vision, improving text extraction accuracy by 25%, and led end-to-end data preparation, ground truth labeling, and statistical reporting for enterprise image and text datasets.
I continue to bring precision to both product-building and verification work—reviewing and tracing complex mathematical and data-science outputs as an Advanced Mathematics Content Evaluator, and developing interactive web applications as a Web Development and Logic Reviewer Intern. On the project side, I’ve built an LLM-powered Reddit marketing intelligence suite (cutting manual research time by ~85%) and a quantum ML-based network intrusion detection system to analyze 20,000+ posts for automated subreddit discovery. I’m seeking Summer 2026 internship roles in LLM/GenerativeAI, or Data Science and ML Engineering.
Experience
Work history, roles, and key accomplishments
Mathematics & Logic Consultant
Handshake Ai (Mathematics Division)
Jan 2025 - Present (1 year 6 months)
Automated ML-driven accuracy analysis (CER, WER) and built evaluation workflows to compare model performance. Developed multilingual OCR pipelines and led data preparation, ground-truth labeling, and statistical reporting for enterprise image/text datasets.
Advanced Mathematics Content Evaluator
Data Annotation. Tech (Programming)
Jan 2024 - Present (2 years 6 months)
Reviewed and rated high-level mathematical text strings, verification proofs, and complex data-science code outputs for structural correctness and analytical depth. Produced technical markdown post-mortems and step-by-step justifications.
Web Development Logic Reviewer Intern
Itransition Group
Jan 2023 - Present (3 years 6 months)
Developed responsive web applications and integrated backend systems for customer feedback and booking forms. Connected front-end components to a database for efficient data management.
Education
Degrees, certifications, and relevant coursework
The University of Texas at Dallas
Computer Science
Pursuing a master's degree in computer science to strengthen knowledge in programming fundamentals and applied AI/ML and data science.
University of Texas at Austin
Mathematics
Earned a Bachelor of Science in Mathematics with foundations in analytical logic, graduating in 2022.
Tech stack
Software and tools used professionally
Availability
Location
Authorized to work in
Job categories
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