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Sunny
developerEngineer building AI systems that don't just call a model — schema-enforced pipelines, deterministic guardrails, and evaluation harnesses ar
Public projects
personal-finance-agent
Personal finance agent that decides whether an expense is safe — pay in full, split, use installments, or wait — from a 90-day balance forecast over real transaction history, with a deterministic decision core and a narrow multimodal evidence layer for receipts and messages.
Pythonaffordabilityai-agentsanthropic-claude
codesphere
Open-source technical assessment & coding practice platform — sandboxed multi-language code execution, AI tutor, and keystroke-level session replay that shows how candidates solve problems, not just whether tests pass. Self-hosted with Docker.
TypeScriptaicode-executioncoding-interviews
message-notification-router
Notification triage for a WhatsApp-style message stream — notify now, digest later, or mute — with a deterministic risk layer that overrides the model and defends against prompt injection.
Pythonai-safetyanthropic-claudecontent-moderation
cipher
Grounded, evidence-cited crime-intelligence assistant over synthetic CCTNS-aligned records — every fact cites the FIR behind it, and it abstains when the records do not support an answer.
JavaScriptcrime-analyticscytoscapegrounded-generation
OneTrip
Get the certificate in one trip, not five. A prototype citizen journey for Indian income, caste, residence and birth certificates — deterministic rule packs decide, the model only explains.
TypeScriptaccessibilitycivic-techdigital-public-infrastructure
Likely stack
ClaudeOpenAILlamaNext.jsOllamaWhisperFastAPIReact
