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Ishaan Reddy

AI Engineer building AI systems, developer tools and open-source software.

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Library

Featured Work

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Lance Data Viewer showing TextStruct's extracted textbook chunks with pedagogical roles, confidence scores, sections, and page ranges

TextStruct

A local-first extraction pipeline that turns scanned textbooks into structured, LLM-ready data — layout-aware OCR, deterministic math cleanup, pedagogical role classification, and LanceDB output.

active-development
Tracium desktop app showing a summary bar, tabs, and connectivity statistics

Tracium

A lightweight, cross-platform desktop network health monitor for home connections — continuous latency/jitter/loss tracking, speed tests, Wi-Fi diagnostics, bufferbloat grading, and exportable reports.

active-development

Work Experience

  1. AILACDS

    AI Intern → Junior AI Developer
    October 2025–Present

    Built RAG and document systems for education and tax workflows, with retrieval across a ~90 GB legal/tax corpus.

  2. MarketsandMarkets

    Technology Intern
    January–July 2025

    Built a lead-classification system that reached approximately 89% accuracy on operational data.

From the Cookbook

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Writing

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Open Source

Current Focus

Outside of work I'm spending most of my time on the LLM Cookbook and SLM From Scratch. The Cookbook is where I organize everything I'm learning about modern language models, while SLM From Scratch is where I put those ideas into practice by training models on consumer hardware. I'm also building Tracium, a cross-platform network monitoring tool written in Rust.