Solo full-stack developer and security researcher. I take products from idea to production on my own: backend, mobile, payment integration, AI assistant, and finally attacking my own code with Burp.
A small, frozen model + a continuously fed external memory. Embeddings point to the data, raw data is stored losslessly with zstd. Tested on SQuAD v1.1.
8.75×less compute (small vs large model, grounded)
Nexus Break
In progress
A game project with its own level design tool. Algorithm v3 is done; next up is seed-based community level sharing.
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Prompt & skill sets
System prompts, Claude skills and LLM security test sets I wrote.
Sets are being prepared, coming soon.
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Store
Scripts, prompt and skill sets you can buy. Payment via Shopier; the usage guide comes with your order.
The store is being prepared, coming soon.
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Security work
LLM security and AI red teaming
Indirect prompt injection testing against agent tooling, on authorized platforms and my own test server.
Siber Vatan & Hackviser
Applied to the Siber Vatan program. Manual pentest practice with Hackviser CTFs and labs.
Bug bounty · YesWeHack
Testing web and mobile targets with Burp Suite Pro. Recon orchestration and an IDOR/authorization mapping tool.
Responsible disclosure
Vulnerabilities I reported were fixed quickly by the vendors. On the hardware side, RFID/NFC research with Proxmark3.
Building a product, or got something that needs breaking?
Get in touch for freelance development, security testing and prompt/skill design.