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@theonuser
IT & Networking Specialist and AI Trainer bridging infrastructure and AI.
I am an IT & Networking Specialist and AI Trainer with over two years of hands-on experience uniting traditional IT operations with AI-driven processes. I focus on building reliable networks, administering systems, and delivering responsive IT support while contributing to AI model development through data annotation and LLM training.
In my current roles I annotate large datasets, design and execute complex queries, and build data pipelines to improve model performance and scalability. I automate repetitive tasks, document best practices, and collaborate with data scientists to refine training objectives and ensure high-quality training data.
On the IT side I configure and maintain LAN/WAN networks, servers, and firewalls, administer Windows and Linux systems, and manage Active Directory, DNS, and DHCP. I proactively monitor networks with tools like Wireshark, Nagios, and SolarWinds, and implement backup, patch management, and disaster recovery strategies to minimize downtime.
I bring a practical, security-minded approach to operations and AI work, prioritizing consistency, accuracy, and scalable solutions. I’m motivated to apply AI to optimize IT workflows and strengthen system performance and resilience.
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Work history, roles, and key accomplishments
Outlier
Dec 2024 - Present (11 months)
Designed and executed complex queries and data pipelines to generate high-quality training datasets for LLMs on the Stellar AI platform, automated repetitive tasks, and collaborated with data scientists to refine training objectives.
Data Annotation
Aug 2024 - Present (1 year 3 months)
Accurately labeled and annotated large datasets to support machine learning training, improved annotation consistency by adhering to project guidelines, and collaborated with cross-functional teams to enhance evaluation standards.
Dutec Technical Services
Feb 2023 - Present (2 years 9 months)
Configured and maintained LAN/WAN networks, servers, and firewalls; administered Windows/Linux systems, Active Directory, DNS and DHCP; and implemented monitoring, backup, patch management, and disaster recovery to minimize downtime.
Degrees, certifications, and relevant coursework
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