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Quintkard: Turning inbound messages into actionable cards

Quintkard: Turning inbound messages into actionable cards

Quintkard is a local-first workflow assistant for turning inbound messages into actionable cards. It combines a Spring Boot backend, a Next.js UI, database-backed message processing, AI-driven orchestration, agent tools, and hybrid card search.

Spring BootNext.jsPostgreSQLRedisLLM OrchestrationAgent Tools
UniCom: University Community Platform

UniCom: University Community Platform

UniCom is a verified community platform designed exclusively for university students. It streamlines campus life by providing a secure, centralized hub to find roommates, buy/sell items, and organize carpools using university-authenticated accounts.

TerraformAWSGitHub ActionsContainerizationSemantic Search
Evaluating Masked Language Modeling Performance in Federated Learning Environments

Evaluating Masked Language Modeling Performance in Federated Learning Environments

This project evaluates Federated Learning for Masked Language Modeling using LoRA to minimize communication costs. It is an extensible project, based on flower framework, and can be extended to Causal Language Modeling tasks.

LLMPyTorchFederated Learning
Automating Root Cause Analysis with LLMs and MCP

Automating Root Cause Analysis with LLMs and MCP

This PoC demonstrates an example to automate Root Cause Analysis using LLMs and MCP.

MCPLLMAutomationSRE
Self-Healing ETL Pipelines with LLM-Driven Transformation Repair

Self-Healing ETL Pipelines with LLM-Driven Transformation Repair

This PoC showcases an automated system that detects and repairs failed ETL data transformation logic using LLMs, ensuring robust and reliable data pipelines.

MCPLLMAutomationETL