// hello there, i am
UTSAV GUPTA
▊
I break, build and secure software — from LLM red-teaming frameworks and a BLAKE3-based CSPRNG, to game engines in C and full-stack apps on the edge. B.Tech CSE '28 at VIPS, New Delhi.
// about me
whoami
I'm Utsav Gupta, a computer science undergrad who lives at the intersection of offense and defense. My newest work is SAAGA — an automated red-teaming framework for large language models, built while going deep on LLM security. Before that I engineered a hybrid CSPRNG on BLAKE3 that passes all 17 NIST randomness tests, wrote a 2D game engine in C/SDL2, and interned in cybersecurity & digital forensics under ISEA Phase III (MeitY).
When I'm not auditing randomness or mutating jailbreak prompts, I'm running LLM inference — Qwen3 27B, Llama 70B and flash variants through vLLM, llama.cpp and Ollama — learning CUDA programming and deep learning, or harnessing agents with my own OMP setup.
// software
featured_projects
Eleven builds I'm proud of — security tools, cryptography, engines, and systems. Everything else lives on GitHub.
// competitive programming & open source
the_arena
// experience & education
the_journey
LLM Inference & GPU Programming
Self-directed · current focus
Running local inference on qwen3.8-27b, qwen3.6-27b, llama-70b and qwen3.8-flash through vLLM, llama.cpp and Ollama. Learning CUDA programming and deep learning, and harnessing agents with a self-curated OMP setup.
Cybersecurity & Digital Forensics Intern
ISEA Phase III · MeitY · IGDTUW, New Delhi
Investigated ~700 GB of forensic images from 26 seized HDDs in the NEET 2017 case. Built a unified SIEM with ML-based anomaly detection (C++ log-parsing core, Python analytics) and completed CHFI-aligned digital forensics training.
B.Tech, Computer Science & Engineering
Vivekananda Institute of Professional Studies, New Delhi — CGPA 8.95/10
Coursework across data structures, DBMS, discrete math and ML foundations, alongside self-directed security work and competitive programming.
Class XII · Class X
Banasthali Public School, New Delhi — 88% (XII) · 91% (X)
// credentials
certifications
Verified certificates & achievements — click any card to view the original document.
// interactive
try_the_shell
A working shell for this portfolio — browse projects, switch the phosphor, dig up secrets. Start with help.
// contact
init_handshake
Open to internships, security projects, and interesting builds. My inbox is the fastest route — I reply within a day.