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Code-name-HeaLer/README.md

Typing SVG


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$ whoami

class SwagatPrasadNanda:

    def __init__(self):
        self.role         = "AI Automation Engineer"
        self.org          = "CSIR – IMMT (Council of Scientific & Industrial Research)"
        self.location     = "Bhubaneswar, India 🇮🇳"
        self.mission      = "Bridging the gap between deep learning research and industrial automation"
        self.contact      = "swagatprasad3344@gmail.com"

    @property
    def current_work(self):
        return [
            "Designing deep learning pipelines for industrial equipment automation",
            "Computer vision systems for real-time process monitoring",
            "LLM integration for intelligent decision-support in SCADA environments",
            "Deploying production-grade ML models on edge and cloud infrastructure",
        ]

    @property
    def interests(self):
        return {
            "technical" : ["Neural Architecture Search", "Multimodal AI", "Model Compression", "MLOps"],
            "domains"   : ["Industrial AI", "Computer Vision", "Generative Models", "Robotics"],
            "personal"  : ["Exploring abandoned places 🏚️", "Tinkering with hardware", "Open-source"],
        }

    def __repr__(self):
        return "AI Engineer building systems that don't just predict — they act."


$ ls -la skills/


◈ Core AI / ML

◈ Language & Data

◈ LLM & Generative AI

◈ MLOps & Infrastructure

◈ Industrial & Automation



$ cat research_interests.txt


Domain Focus
🔬 Computer Vision Object detection, segmentation, anomaly detection in industrial settings
🤖 Industrial AI Predictive maintenance, process optimization, sensor fusion
🧠 LLM Engineering RAG pipelines, agentic workflows, tool-use, fine-tuning
Edge AI Model compression, quantization, TensorRT, deployment on embedded hardware
📊 Time-Series ML Signal processing, LSTM/Transformer models on industrial sensor data
🔁 MLOps Experiment tracking, model versioning, CI/CD for ML pipelines


$ git log --oneline --graph — Featured Projects

Projects section being updated — watch this space 👀



$ cat stats.sh | bash


 

GitHub Streak


Activity Graph



$ ping me


   


"The real voyage of discovery consists not in seeking new landscapes,
but in having new eyes."  — Marcel Proust

Applied to AI: it's not about more data. It's about smarter models.


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