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STiFLeR7/README.md
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Typing SVG

📂 >_ /sys/identify_user.py

class Hill_Patel(AI_Architect):
    """
    [INFO] Architecting bridge between Research and Production.
    [WARN] High compute requirements detected.
    """
    def __init__(self):
        self.code = "STiFLeR7"
        self.specs = {
            "role": "AI Engineer & Full-Stack Architect",
            "focus": ["LLMs", "RAG Systems", "Edge AI", "Quantization"],
            "driver": "Deploying Scalable Intelligence"
        }

    def execute_mission(self):
        while True:
            self.research()
            self.optimize()
            self.deploy("Production")

🌐 >_ /net/uplink/social_protocols

⚙️ >_ /sys/modules/tech_stack

[SYSTEM MESSAGE]: ALL SYSTEMS OPERATIONAL. SKILLS DEPLOYED.


NEURAL CORE (AI & ML) DEPLOYMENT GRID
AI Icons Cloud Icons

BACKEND MAINFRAME VISUAL INTERFACE
Backend Icons Frontend Icons

💾 >_ /var/log/deployed_intelligences

PROJECT ID MISSION BRIEF CORE TECH
⚡ DevPulseAIv2 [DEV-TOOL] Advanced AI assistant for developer productivity and workflow optimization. AI Agents Python LLM
📦 imgshape [CLI-TOOL] Intelligent dataset analysis framework. Auto-generates reports & pipelines. Python PyPI Analysis
📱 Qwen3-iOS [MOBILE-AI] On-device inference of Qwen3 models optimized for iOS architecture. Swift CoreML Quantization
🦾 SpecCraft-AI [PLATFORM] Analyst-Grade AI Spec Generation Platform with specialized UI. Next.js AI-Agents RAG
🏭 TTGv1-Docker [ENTERPRISE] Scalable scheduling engine solving complex constraint problems. Docker OR-Tools Redis
🚕 FastFare-v1-GCP [SaaS] AI-Logistics assistant. Automated RAG pipeline with vector search. GCP RAG FastAPI

📡 >_ /net/uplink/latest_transmissions


📊 >_ /sys/monitoring/telemetry


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  1. imgshape imgshape Public

    imgshape is a dataset intelligence toolkit for computer vision that generates deterministic dataset fingerprints, explainable decisions, and production-ready artifacts for reproducible ML workflows.

    Python 4

  2. Edge-LLM Edge-LLM Public

    Optimized Qwen2.5-3B using GPTQ, reducing size from 5.75GB → 1.93GB and improving inference speed. Ideal for efficient edge AI deployments.

    Python 2 1

  3. MedMNIST-EdgeAI MedMNIST-EdgeAI Public

    MedMNIST-EdgeAI -> an end-to-end exploration into model distillation, optimization, and deployment for resource-constrained environments, all centered around the MedMNIST medical imaging dataset.

    Python 1

  4. Multi-Modal-Learning-for-Image-and-Text-Analysis Multi-Modal-Learning-for-Image-and-Text-Analysis Public

    Develops approaches for jointly analyzing images and text using deep learning. Covers applications like image-text matching, visual question answering, image captioning, and sentiment analysis with…

    Python 1

  5. STiFLeR7 STiFLeR7 Public

    1

  6. Whisper-Hindi-ASR-Model-IIT-Bombay-Internship Whisper-Hindi-ASR-Model-IIT-Bombay-Internship Public

    Whisper-Hindi-ASR-Model by IIT Bombay

    Jupyter Notebook 1