Janice T.
Ai Specialist @STFC
Signup · Get unlimited contacts
WORK HISTORY
Ai Specialist @STFC
I help small and medium enterprises move from AI ideas to working solutions. My role involves understanding what problems they\'re trying to solve, then building and delivering AI systems that genuinely improve how they work.I spend a significant amount of time curating reliable sources of information and writing practical guides that help people get started with AI. I believe that making AI more accessible and understandable will enable wider adoption and benefit the organization. I also acknowledge the risks of AI and ensure that the solutions I built are thoroughly tested and limitations are communicated. My work spans the entire AI lifecycle: figuring out what\'s worth building, scoping projects clearly, building prototypes, and improving existing systems. Current projects:• Built a knowledge graph system that ingests academic papers and allow users to ask questions about carbon emission throughout the life cycle — helping them fill in gaps of missing information and make decisions that will improve environmental sustainability.• Developed computer vision model that automatically identify architectural boundaries in floor plans, reducing cost and inefficiencies by incorporating AI in the decision-making processes.• Created a detailed classification system for when LLMs make mistakes in tool use, then built ways to catch and fix these errors — improving accuracy and productivity.• Fine-tuned models for disease classification in healthcare applications.
EDUCATION
University of San Francisco
Bachelor’s Degree, Biology
Northeastern University
Master of Science (MS), Health Informatics
FourthBrain
Machine Learning Engineer, Machine Learning
Northeastern University
Graduate Certificate , Data Analytics
SKILLS
ABOUT JANICE T.
I’m an AI specialist who helps teams articulate the right problem, define a clear direction, and deliver high-quality, reusable solutions — so they can move forward with clarity, speed, and confidence.My strength lies in asking the right questions early, especially in complex or uncertain situations. Whether I’m writing clean, well-structured code or walking through a strategy with a client, I care deeply about doing work that’s thoughtful, practical, and genuinely helpful.I help businesses move beyond abstract ideas by building solutions that make possibilities real — connecting strategy with implementation in a way that brings clarity and momentum.I’m also passionate about enhancing knowledge sharing. I curate and distill high-quality information into practical, usable guides so that others can get started quickly and confidently. I believe that making complex ideas accessible isn’t just good for productivity — it’s a way to make the benefits of AI more inclusive and impactful.I work across the AI lifecycle: from use case exploration and project scoping to prototyping and refining existing systems. Recently, I’ve focused on applied large language models (LLMs), including hallucination classification and mitigation, multi-modal document question and answering, and evaluation.If you\'re working on applied AI or looking for someone to bridge business needs with solid technical delivery — I’d love to connect.
This profile is compiled from publicly available professional sources. Unifers is not affiliated with or endorsed by LinkedIn. Request removal of this profile.