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Berk Durmus's Projects

kafka-metrics icon kafka-metrics

Real-time aggregation of metrics from large distributed systems.

kit icon kit

The fastest way to build Svelte apps

memgpt icon memgpt

Teaching LLMs memory management for unbounded context 📚🦙

mgmt icon mgmt

Next generation distributed, event-driven, parallel config management!

mlc-llm icon mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

monai icon monai

AI Toolkit for Healthcare Imaging

monoa icon monoa

(WIP) This project is a monorepo chat application built using React (frontend) and Node.js (backend) with OpenAI GPT-3 integration for generating AI-based responses.

open-assistant icon open-assistant

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

opentraveldata icon opentraveldata

Collection of open data related to (at least) travel, transport, tourism

osquery icon osquery

SQL powered operating system instrumentation, monitoring, and analytics.

paddlespeech icon paddlespeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

pmf-engine icon pmf-engine

Product Market Fit Analyzer (WIP) will be added full LLM support to evaluate with successful startups.

som-tsp icon som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

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