Tarran S.

Quick Read: I'm a Machine Learning & AI Researcher 🔬 Published First-Author: Papers in high-impact journals (JCSC, JMST) ✍️ Publication Compliance: Structuring literature reviews, technical editing, and ensuring strict IEEE/APA/Harvard/Others compliance. 💻 MLOps: Designing scalable microservices and deploying ML models using Python, Go, and AWS. ___ Long Version: Pleasure to meet you, I'm Tarran. I bridge the gap between rigorous academic research and scalable machine learning production. I understand both the complex mathematics required to build novel AI models and the strict compliance rules required to get them published. Here is the exact background I bring to your project 1. MLOps & Applied Research My theoretical knowledge is backed by hands-on experience in the robotics industry, focusing on taking models from the research phase to scalable production environments. Novel Implementations: Developed a custom time-series imputation algorithm to handle data gaps; utilized Bayesian-Optimized LSTMs to achieve >90% prediction accuracy in wind speed forecasting. Production Models: Designed statistical ML models for material strength prediction from raw machine parameters, deployed as AWS-hosted web applications to accelerate industrial workflows. Core Stack: Python, Golang, SQL, AWS, Docker. MLOps & AI: TensorFlow, LLMs, RAG, Ollama, containerized microservices, and CI/CD pipelines. 2. Academic Writing & Format Compliance Because I have successfully published as a first author in peer-reviewed journals (JCSC, JMST), I know exactly what editorial boards and peer reviewers expect. I can turn your raw data into a coherent, defense-ready manuscript. Formatting Audits: Guaranteeing strict adherence to journal-specific guidelines (IEEE, APA, Harvard, and others). Technical Structuring: Organizing literature reviews, methodology sections, and results for maximum clarity and impact. Need help mastering the math behind your ML pipeline, deploying a model to AWS, or auditing a journal manuscript for compliance? Send me a message, and let's get started.