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Tools, apps, and some research. Most of it open source.

Saylo · On-device dictation for Mac
Saylo · On-device dictation for Mac

Dictation and Read Aloud. Pick Apple’s built-ins or local MLX models.

goindexer
goindexer

Semantic code search for any MCP client. Tree-sitter chunking, Ollama embeddings, SQLite vector search.

Kash · Personal finance
Kash · Personal finance

Income, expenses, and savings in one place.

Bspace · Writing app for iOS
Bspace · Writing app for iOS

A quiet place for therapeutic writing.

05
FreqAI LSTM · Crypto trading model

An LSTM model using dynamic weighting and aggregate scoring to score market conditions.

06
Hybrid LSTM networks for forex forecasting

A seminar paper on pairing technical indicators with heavier preprocessing. Held up through volatility better than a plain LSTM.

07
Data mining in healthcare

Predicting obesity levels from eating habits and physical condition.

08
SentinelChat

End-to-end encrypted chat with file transfer.

09
Two-stage assembler

Written in C.

10
Offensive security work

Tools, scripts, and notes from pentesting.

© 2026 Netanel Shoshan