ModelTrace: A Research-Grade Neural Network Inspection Framework in PyTorch
From activation hooks to robustness scores — designing an extensible ML debugging system
Dec 30, 20256 min read4
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#computer-science
Articles tagged with #computer-science
Idea behind Py2C: Designing a Python-to-C Compiler with IR, Optimizations, and Clean Code Generation
A compiler engineering case study covering IR design, control flow handling, constant folding, and dead code elimination.
Dec 29, 20256 min read4
Designing NodeSync: A Distributed Key-Value Store with Replication, Consensus, and Failure Handling
Exploring Heartbeats, leader election, replication, and consistency models
Dec 23, 20255 min read2
Project SecureFlow: Designing a Lightweight Static Taint Analyzer Using JavaParser
Exploring Explainable Static Taint Analysis for Java Security
Dec 20, 20255 min read10
Building CodeChecker, a Java Static Analyzer with Real-World Constraints
From Open-Source Contribution to Tool Ownership: Designing a Static Code Analyzer by Applying Lessons from Checkstyle
Dec 14, 20257 min read14