Siddharth Magesh
Engineering

Projects & open source

Reusable tools and applied systems, from Python packages and edge perception to production websites and service software.

Selected work

Sentimatrix

Multimodal sentiment intelligence, packaged for developers.
Open-source Python project · Aug 2024–Jun 2026

A Python package for asynchronous data collection, sentiment and emotion analysis, and multimodal inputs. I built cloud/local LLM integration, CLI and REST API interfaces, and structured exports for analysis and reporting. The project connects reusable analysis workflows with practical developer interfaces.

Deep Learning Sandbox

Architecture implementations and reproducible experimentation in PyTorch.
Open-source research workspace

A research and implementation workspace spanning CLIP, GPT-2, residual networks, Siamese networks, and vision transformers. Combines architecture notes, notebooks, and modular PyTorch experiments.

VEC Website Backend

Production backend engineering and team leadership.
Production website · WebOps · Velammal Engineering College

Backend architecture and implementation for Velammal Engineering College’s website, alongside team coordination, deployment, documentation, and handover through WebOps.