Prakhar Tiwari
Computer Science and Applied Mathematics at the University of Washington.
Highly interested in AI/ML research, especially privacy-preserving systems and post-training, alongside building reliable software that scales.
Currently working on post-training enterprise data & workflows.
Projects
LabMCP
An interactive browser-native chemistry lab with 24 WebMCP tools, an SVG titration workspace, and an integrated AI agent experience.
Experience
AI Researcher
Algoverse AI Research
Analyzed deterministic LLM steganography, proxy-context synchronization, and token-rank payload encoding across ShareGPT, GSM8K, and SWE-bench Verified.
Software Engineering Intern
Vacationum Trip Planners Pvt. Ltd.
Worked on AWS EC2 and S3 infrastructure supporting a travel platform with 100,000+ users.
Publications
Synchronized Logit Steering: Real-World Steganography
Research on deterministic language-model steganography and proxy-context synchronization, with sub-0.5-nat proxy divergence over 40-token windows and 0.30 bits/token capacity.
Recognition
USA Mathematical Olympiad Qualifier
One of approximately 260 students invited nationwide
USA Computing Olympiad Gold Division
Top 10% of pre-collegiate programmers out of 10,000+ global participants
AMC 12
Perfect score; Distinguished Honor Roll.
Let's connect.
Contact me: prakhar.tiw00 [at] gmail [dot] com
Serious inquiries: prakhart [at] uw [dot] edu