Open-source projects by Likith Shetty

Everything here is public and runnable. Most of it is some variation on one idea: a system that knows the edge of what it knows and says so rather than guessing. Some are also live, and a few have a write-up on how they work.

• agenvo agency income tracker that splits every sale, with a LangGraph assistant that answers from your real numbers
• cloudnest support agent with self-contained semantic retrieval, RRF fusion and escalation to a ticket queue
• driftbell ML drift watchman on n8n and LangGraph that investigates before it acts, and asks you first how it works →
• grid0pt grid packing optimizer that sweeps every offset and rotation to fit the most whole cells in a polygon
• invision indoor mall navigation from one photo of a shopfront, fusing CLIP retrieval with the signage text, then routing you across floors how it works →
• riskwright credit risk scoring that has to explain itself, with SHAP behind ECOA adverse-action reason codes, a fair-lending audit, and a text-to-SQL chatbot held behind a validation gate
• smart-classroom ESP32 controller that arbitrates between the sensors, the class timetable and a remote cloud command, then reports what it decided
• veriquill hiring intelligence that reads the commit history rather than the resume, deterministic on every scoring path and gated on a human
• devanagari-cnn convolutional net written from scratch that reads all 46 handwritten Devanagari characters, taught on a hundred examples each
• this profile a GitHub profile that draws itself. heatmap, ASCII portrait and info card rendered as SVG by a daily action