About alyssa
I taught myself Python from scratch in early 2026. A few months later, I was fine-tuning LLMs and shipping ML systems professionally. I'm an ML/AI Engineer at TRON Technologies, where I work on commercial AI products: fine-tuning LLMs (Qwen family, LoRA/QLoRA), building RAG pipelines, generating and cleaning training datasets, and running training infrastructure on AWS. That includes keeping multi-hour runs stable when environments and dependencies fight back. I like owning a model end to end, from data prep through evaluation. I also build systems-heavy Python applications the disciplined way: config-driven design, logic separated from rendering, additive schemas, and a test suite past 1,200 cases. My math side is real too, as I'm finishing a B.S. in Computational Mathematics with a 4.0. I'm looking for remote AI/ML engineering roles where I can keep building real systems. If you're hiring, let's talk. Skills: Python, PyTorch, LLM fine-tuning, LoRA/QLoRA, RAG, Hugging Face Transformers, AWS (EC2, S3), data pipelines, model evaluation
Key Skills
Experience
Junior Ml / Ai Developer
CurrentTron Technologies Llc
* Machine learning: * Fine-tuned a large language model on a ~10k-sample dataset, using gradient accumulation to train efficiently within GPU memory limits * Used AWS for cloud storage and pipeline support * Built and cleaned the training dataset, and resolved framework/environment issues to keep long training runs stable * Worked alongside a senior engineer from data prep through training, checkpointing, and evaluation * Software engineering: * Architecting a systems-rich game in Python/Pygame, with a planned Kivy port for mobile (iOS/Android) * Built on a config-driven, data-driven architecture with game logic separated from rendering, so core systems are headless-testable and portable * Maintain a 1,200+ test suite and additive, non-breaking save schemas, so new features ship without regressions or corrupting existing data * Emphasis on clean, maintainable, extensible code designed to grow over a long development cycle
Education
Liberty University
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Common Questions
What is alyssa's expertise?
alyssa specializes in LLM Engineer, with expertise in analytical skills, aws cloudformation, data cleaning, data pipelines, data preprocessing.
Where is alyssa located?
alyssa is based in mount airy, maryland, united states.
How much experience does alyssa have?
alyssa has several years of professional experience in their field.
How can I contact alyssa?
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