Hi, I'm Janice!

NBCUniversal

• Currently part of the AI DevOps & Reliability Engineering team within Operations & Technology.

Besty AI

• While balancing a full course load and extracurriculars, I also interned in-person at this Soho-based startup and worked directly with their founding engineers.
• I built an automated LLM evaluation pipeline to continuously monitor the core property management agent and improve routing precision.
• I automated agentic skill generation, which accelerated the deployment of 20+ autonomous skills.
• I also helped prototype Voice AI models and migrate production LLM workflows to a new internal orchestration system.
• I gained hands-on exposure to production-grade prompt engineering, agentic workflows, dynamic few-shot systems, and the complexities of LLM orchestration at scale.

Chambers Capital Ventures

• I was selected to be a 2025 Break Through Tech AI Fellow and partnered with Chambers Capital Ventures to build a recommendation system to match EB-5 investors with projects.
• I developed a Python prototype using Streamlit to display top-k matches with < 2-second latency, and trained cosine similarity, logistic regression, and XGBoost models.
• My team and I collaborated closely with Chambers leadership on a weekly basis and presented our prototype at the end of the fellowship.

DIRECTV

• I was fortunate to intern at DIRECTV's Product Customer Experience Lab this past summer. I trained computer vision models (YOLOv11 + OpenCV) to recognize and monitor UI states and anomalies across DIRECTV products. This allowed us to automate quality assurance processes and improve KPI tracking.
• With Python, I developed interfaces to view model inference on live video streams and wrote scripts with Witbe robots to automate performance monitoring and recovery actions.
• During the annual Intern Summit, I gave a full lab tour to the entire intern cohort as well as many members of DIRECTV leadership. At the end of the summer, I presented my work to senior executives including the VP of Product Experience and received positive feedback.

Beige Media

• I gained valuable experience working in a startup environment and was mentored directly by the company's Head of Product.
• I developed an SMS messaging application that automated workflows and anonymized communications by integrating Twilio and HubSpot APIs via Node.js backend and real-time webhooks.
• I also compiled technical documentation and outlined detailed user stories for system integrations.

Occidental College, The Ohio State University

• I spent over two years working under Dr. Susan Geffen and Dr. Chris Robinson on psychology research projects investigating multisensory perception.
• I designed experiments from scratch with Python and PsychoPy software, and converted portions to JavaScript to deploy the studies on Pavlovia. Experiments were utilized in this publication: Modulating Multisensory Processing: Interactions Between Semantic Congruence and Temporal Synchrony.
• I analyzed and cleaned the data using Python scripts.