Socratry.ai
Software Developer and AI Guardrails Advisor (Dec 2025 – Present)
I work at the intersection of engineering and responsible AI design, helping build safe and reliable AI agents while supporting product and technical decision-making across the team.
- Develop AI-driven features, backend logic, and model integrations for stable system performance.
- Design and implement guardrails to reduce hallucinations and keep outputs academically safe and high-integrity.
- Advise on system prompts, model selection, safety layers, filters, and evaluation pipelines.
- Define response quality benchmarks (correctness, clarity, tone, compliance) and identify failure modes.









