Taro ʕ•ᴥ•ʔ

TruthSystems develops advanced hallucination detection systems for large language models, ensuring safe and reliable AI use in the legal domain.

• Led data strategy and structural planning as the sole data scientist, enabling a successful $50k pre-seed raise.
• Designed and deployed a real-time fact verification system to address AI hallucinations and improve model reliability.
• Prototyped, trained, and productionized dozens of ML models within the AWS ecosystem to accelerate development cycles.

Led a 5-person team to build a LinkedIn analytics dashboard for SocialSmyths.

• Developed a LLM-powered webscraping pipeline to automatically collect data (LangChain, Selenium).
• Conducted feature importance analysis using Lasso, Ridge, and Random Forest algorithms.
• Generated personalized strategic recommendations with OpenAI’s GPT-4.

AI Camp equips high school students with advanced AI knowledge and hands-on skills, empowering them to build real-world AI products without requiring a college degree.

• As an instructor, I:
  • Led three teams through the computer vision MLOps cycle, including data collection with SerpAPI, training image classification and object detection models (CNN, ViT, OpenCV), monitoring metrics with Weight and Biases, and deploying MVPs through HF Inference API.
• As a data scientist, I:
  • Cut hallucination rates by 50% in a GPT-powered Q/A application by leveraging retrieval augmented generation (RAG) with LangChain.
  • Enabled LLMs to use tools such as vector databases (Chroma), calculators, Wikipedia, etc. to drastically increase our gen AI’s capabilities.

RippleMatch is the recruitment automation platform changing how Gen Z finds work. By replacing job boards with matching and automation, RippleMatch eliminates the most time-intensive parts of the recruitment process for both employers and job seekers. Leading employers such as Amazon, eBay, and Teach For America leverage RippleMatch to build diverse, high-performing teams and Gen Z job seekers across the country trust RippleMatch to launch and grow their careers.

• Contributed to RippleMatch’s marketing campaign by:
  • Automating lead sourcing and student outreach with Selenium (i.e. creating bots to do the work for me).
  • Leveraging social media, email marketing, presentations, and peer and faculty member networking to grow brand awareness.
• Recognized by RippleMatch’s Leadership Team as top 15% in terms of intern performance out of a class of 500+ active interns.