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tex1ure/README.md
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Distributed systems, local machine learning infrastructure, and digital forensics.
Undergrad building node coordination and local compute layers instead of API wrappers.


Core Deployments

01 / Distributed Systems & Local Compute

  • AeroMesh
    P2P topology-aware orchestration engine for distributed LLM inference.
    Coordinates sharded model weights across ad-hoc consumer hardware clusters via custom node discovery and latency-penalized routing.
    Python P2P Networking llama.cpp Distributed Systems

02 / Forensic Engineering & Media Verification

  • Project Trinetra
    Synthetic media detection engine & forensic visual triage canvas.
    Runs frequency-domain analysis alongside deep learning pipelines to flag artifact inconsistencies in manipulated visual media.
    PyTorch OpenCV Flask Three.js WebGL

  • Project Glassbox
    Automated digital forensic triage system for rapid evidence filtering.
    Ingests raw digital artifacts, parses file headers, and creates verifiable metadata audit logs for investigative intake.
    Python Data Pipelines Security Analysis

03 / Automation & Applications

  • Reze Bot Core
    Autonomous Discord interaction system with dynamic upstream failover.
    Engineered with automated API token rotation across fallback endpoints, session-isolated memory, and MongoDB persistence.
    Node.js Discord.js MongoDB Atlas REST APIs

  • Placement Pro
    End-to-end recruitment management portal.
    Production CRUD platform with role-based access control, relational records management, and candidate tracking.
    React Node.js Express Database Design


Technical Focus

Languages     :: Python, TypeScript, C++, Bash, SQL
Inference/ML  :: PyTorch, OpenCV, llama.cpp, Local Model Quantization
Back / Infra  :: Node.js, Express, Flask, PostgreSQL, MongoDB, Docker, Linux
Front / Vis   :: Next.js, React, Three.js / WebGL, Tailwind CSS

Pinned Loading

  1. Trinetra-v2.0 Trinetra-v2.0 Public

    Trinetra — A high-performance deepfake forensic suite. Combines local EfficientNet-B4 + LSTM analysis with Reality Defender cloud verification and XAI-driven spatial/temporal explainability.

    TypeScript 5 1

  2. Reze-chatbot Reze-chatbot Public

    A persistent Python-based Discord Bot (AI chatbot) featuring dynamic contextual reaction image delivery and an extensive library of Reze assets.

    Python 1

  3. Project-glassbox Project-glassbox Public

    Glassbox is a lightweight forensic triage system that cuts through massive UFDR/CSV dumps using smart keyword analysis and timeline mapping to quickly surface high-priority evidence from digital no…

    JavaScript 2

  4. figcooks/VAP_Event4Ease figcooks/VAP_Event4Ease Public

    Group project for Interview process at Kodevortex which showcases use of HTML, CSS and javascript and an interactive webpage with GSAP.

    Python 2