⌜ J.A.R.V.I.S. // ONLINE ⌝

Technical Writings

Explorations, deep dives, and performance telemetry reports on software engineering, artificial intelligence, and systems architectures.

Real-Time Systems
August 5, 202611 min read

Building Nexus (Part 4): Production-Grade Telemetry, RBAC, and Gemini Semantic Search

An in-depth look at implementing role-based access control, serverless-friendly vector similarity, and compiling absolute telemetry data for Nexus.

Google GeminiRBAC+3
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Real-Time Systems
July 16, 202610 min read

Building Nexus (Part 3): The AI-Native Layer & Zero-Trust Security Architecture

Architecting the final pieces of Nexus: building server-brokered storage security, Gemini activity briefs, and Pinecone-based semantic search.

Google GeminiPinecone+3
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Real-Time Systems
July 14, 20268 min read

Building Nexus (Part 2): Unified Workspaces, Universal Inbox, and Folder Infrastructure

Deep diving into Nexus workspace management: building the Workspace Home dashboard, a universal inbox, and structured file navigation.

Next.js 14Firebase+2
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Real-Time Systems
July 13, 20269 min read

Building Nexus (Part 1): The Foundation & Real-Time Collaborative Canvas

How I built the foundation of Nexus: pairing Next.js 14, Clerk authentication, and Stream Video/Chat SDKs with a Liveblocks and Yjs collaborative editor.

Next.js 14Stream SDK+3
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Machine Learning
June 202610 min read

MachinaIQ: AI-Driven Predictive Maintenance at Scale

Building an explainable AI system using FastAPI, Random Forests, and SMOTE to predict industrial equipment failures in real-time.

Machine LearningFastAPI+1
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Real-Time Systems
May 20268 min read

Building a Real-Time SFU with LiveKit

An deep dive into transitioning from a standard WebRTC mesh network to a scalable Selective Forwarding Unit (SFU) architecture.

WebRTCLiveKit+1
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Machine Learning
March 20266 min read

Predicting Air Quality with XGBoost & Gemini

How I built AetherAI using Python, FastAPI, and an XGBoost machine learning model to provide real-time localized environmental insights.

Machine LearningPython+1
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Machine Learning
January 20267 min read

Architecting CricSphere: High-Performance Analytics at Scale

An overview of how I built CricSphere, combining full-stack web development with machine learning models to deliver real-time cricket match predictions.

Next.jsMachine Learning+1
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Machine Learning
October 202515 min read

Building a Real-Time Cyber Threat Detection System with ML

A deep dive into architecting a real-time network anomaly detection system using Machine Learning, packet inspection, and Python.

Machine LearningCybersecurity+2
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Machine Learning
May 20258 min read

Automated Car Brand Classification using EfficientNet

Training a deep learning CNN model on over 11,000 images to identify 50 distinct car brands with transfer learning.

Deep LearningComputer Vision+1
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