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Published better results than relationship outcomes.
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Published better results than relationship outcomes.

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MUKILAN0608/README.md
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node booting




whoami terminal session

research focus file tree session





curated stack — the final one, promise



AI & Research



AI Systems & Infrastructure



Runtime & DevOps



Languages



Frameworks & Libraries



Databases


Contribution Snake

contribution snake

Contributor to ultralytics/ultralytics — the repository behind the YOLO family of real-time computer vision models (object detection, segmentation, classification, pose estimation, and tracking), used across the CV/ML community at production scale.




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  1. Schedulord Schedulord Public

    Schedulord is an AI-assisted real-time resource orchestration platform built with Golang and a MERN-based control layer. It enables intelligent GPU and compute resource allocation through Kafka-dri…

    TypeScript 1

  2. MedGemma-Chromosome-Training MedGemma-Chromosome-Training Public

    Fine-tune Google MedGemma-4B-IT on chromosome karyotype images to generate structured, image-grounded cytogenetics reports across 7 diagnostic fields using Unsloth + LoRA. Trained on 4,200 samples …

    Python

  3. SignSpeak SignSpeak Public

    SignSpeak is a real-time ASL-to-English translation system that combines computer vision hand tracking with intelligent spelling, grammar, and sentence correction, then speaks the result aloud, del…

    Python

  4. Doodle2Design Doodle2Design Public

    Doodle2design turns your sketches into beautiful, professional-looking artwork in seconds. Just draw, pick a style, and watch your doodle transform. The more you use it, the better it gets at match…

    Python

  5. Intelligent-Air-Quality-Monitoring-Disease-Risk-Assessment-Platform Intelligent-Air-Quality-Monitoring-Disease-Risk-Assessment-Platform Public

    A professional, interactive web application for real-time air quality and disease risk prediction, powered by machine learning and explainable AI. Visualize AQI and health risks on a map, search an…

    Python

  6. Hierarchical-RL-Based-Novelty-Aware-Research-Paper-Retrieval-Explanation-System Hierarchical-RL-Based-Novelty-Aware-Research-Paper-Retrieval-Explanation-System Public

    Hierarchical RL-based system that intelligently retrieves research papers, evaluates their novelty using adaptive reward mechanisms, and ranks them for relevance and innovation. It generates concis…

    Python