About
Hey, I'm Tuvya.
I'm a Computer Science & Mathematics graduate from UMass Amherst with a minor in Business Administration. I like turning research-grade AI into systems people can actually use — agentic RAG pipelines, real-time voicebots, and enterprise GenAI on AWS Bedrock. Below is where I've been, on the industry and academic tracks.
Industry
CT
Comprinno Technologies
AI Intern · AWS Advanced Tier Partner
Jun 2025 – Sep 2025
Shipped an agentic Statement-of-Work drafting platform (Claude / Amazon Bedrock + React), cutting client doc prep time by 40%. Deployed a real-time speech-to-speech voicebot (Nova Sonic, FastAPI) at sub-500ms latency, <$0.03/interaction. Authored CloudFormation IaC reducing deploy time from 45 min to <5 min.
LQ
Lumiq
Data Science Intern · Financial AI
Dec 2024 – Mar 2025
Fine-tuned transformer LLMs (Llama, Mistral, Gemma) for transcription and translation, benchmarking post-training quality tradeoffs. Built RAG pipelines with LangChain + LlamaIndex and designed evaluation harnesses across open-source models, delivering Streamlit demos.
Academic
UM
University of Massachusetts Amherst
B.S. Computer Science & Mathematics · Minor in Business
Aug 2023 – May 2026
Chancellor's Award merit scholarship ($8,000/semester). Dean's List, GPA 3.76 / 4.0. Manning College of Information & Computer Sciences.
Database SystemsAlgorithmsMachine Learning
Operating SystemsLinear AlgebraProbabilityReal Analysis
TA
Database Systems — Teaching Assistant
UMass Amherst · CICS
2024 – 2025
Led office hours and supported students through relational design, SQL, normalization, and transaction concepts.
AL
UMass AI Lab — Research Assistant
Transportation Research Group · PI Prof. Chengbo Ai
Oct 2025 – May 2026
Built Python pipelines converting raw LiDAR PCAPs into structured 3D point-cloud frames for autonomous-driving perception models. Developed 3D cuboid label-validation tooling on Segments.ai.