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Manjunath Janardhan
corporateAI/ML Sr Manager @ Accenture | GenAI, Agentic Systems, Enterprise AI | Cloud & Platforms | Speaker | OSS
Public projects
turboquant-mlx
Extreme weight + KV cache compression for LLMs on Apple Silicon (MLX implementation of Google's TurboQuant)
Pythonapple-siliconkv-cachellm
opendecider
Open, calibrated System 1 decision models: typed choice / score / yes-no answers with a probability for every option. 400M to 80B; CPU, NVIDIA, Apple Silicon, LM Studio, Ollama and vLLM.
Pythonapple-siliconcalibrationclassification
femtoclaw
The world's smallest AI agent. ESP32 + pure C. $4 chip, ~120KB RAM.
C
esp32-tinyllm
Interactive on-device storytelling with a 28.9M-parameter LLM on an $8 ESP32-S3, using Gemma-style Per-Layer Embeddings to keep 25M parameters in flash.
C
esp32-gpio-llm
A 312K-parameter language model that turns English into GPIO commands, running entirely on an ESP32-S3. No WiFi, no cloud, no API key.
Pythonarduinoedge-aiembedded
jev-frontier-bench
TypeSafe Jev 1.13 vs Claude Fable 5.1, GPT-6 Astra, Kimi K3, MiniMax M3 and DeepSeek V4.1 Flash on 200 typed decisions: accuracy, calibration, agreement with 100 human annotators, latency and cost
Python
Likely stack
ClaudeOpenAILlamaPyTorchvLLMOllamaVector DB
