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Achievements

Achievement: YOLOAchievement: Pull SharkAchievement: Quickdraw

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Ananddd06/README.md

Programming Aesthetic Wallpaper

🚀 ESTABLISHING SECURE CONNECTION... WELCOME.

$ echo "Hello, I 'am Anand 👋"
>_ AI/ML Engineer | Researcher | Tech Explorer
>_ Specializing in Deep Learning, Transformers & MLOps
>_ Always curious, always experimenting...

🖥️ > PROFILE_BOOT: ENGINEER_STATUS.exe

A dedicated AI/ML Engineer crafting intelligent systems 🧠 and scalable applications 🌐 at the forefront of technology. Merging innovation, logic, and creativity to deliver real-world impact.

✨ TECH STACK & CORE COMPETENCIES

  • 🧠 Neural Network Mastery: AI/ML models, MLOps, and production-ready pipelines.
  • 🎯 Problem-Solving Matrix: Expert in DSA, algorithm optimization, and modern tech frameworks.

🚀 ACTIVE MISSIONS: CURRENT_DATA_STREAMS.log

I’m constantly building and experimenting! Here’s a snapshot of my ongoing projects in a modern portfolio grid layout:

📘 Beginner to Advanced ML Guide 📝 Machine Learning In-depth Notes
> Step-by-step ML guide for beginners → advanced learners with real datasets, hands-on projects, and exercises.
Tech: Python • NumPy • Pandas • Scikit-learn
🔗 View Repo		 > Comprehensive ML notes & examples, covering algorithms, models, pipelines, and coding exercises.
Tech: Python • ML Concepts • Hands-on Examples
🔗 View Repo
⚡ Predictive Maintenance System 🤖 Neural Networks from Scratch
> End-to-end predictive maintenance pipeline for manufacturing machines. Best ML/DL model deployed live via Streamlit.
Tech: Python • TensorFlow • PyTorch • Streamlit • MLflow
🔗 View Repo		 > Neural Networks from scratch: forward & backward pass, training on sample datasets, visualization included.
Tech: Python • NumPy • Matplotlib • ML Fundamentals
🔗 View Repo
  • 🖥️ Interactive Portfolio ✨   - A Spotify-style digital gateway into my creative matrix, built with React & Tailwind.
  • 🌟 Objective: Share resources to help you supercharge your ML journey. Star ⭐ and follow for mission updates!

📄 > ACCESS_RESUME: RESUME.pdf

Resume

Click above to view or download my resume. Always updated with latest projects and experience. 🛠️

💻 > WEAPONS_&_SYSTEMS_ARSENAL: TECH_STACK.json

 

 

🧬 Data Manipulation & Analysis Cores

                  

🤖 Machine Learning & AI Frameworks

              

🚀 Deployment & Orchestration Protocols

       

🌟 > MISSION_LOGS: HIGHLIGHTED_OPERATIONS.md

🔮 Operation: Visa Oracle (End-to-End MLOps)

  • Tech Stack: Python, Scikit-learn, Flask, Docker, MLflow, AWS, CI/CD pipelines
  • Mission Brief: 🗂️ Architected and deployed a fully automated prediction pipeline for US visa approval probabilities. Features real-time model evaluation, versioning, and seamless cloud deployment. ☁️

🛡️ Operation: Cyber Sentinel (Real-Time Threat Detection)

  • Tech Stack: Python, Scikit-learn, Flask, MLflow, DVC, Gitlab Actions
  • Mission Brief: 🔒 Constructed a hardened, version-controlled defense grid against network anomalies. This system uses an ensemble of detection models, orchestrated via DVC and MLflow, to identify and neutralize threats with high precision.

⚙️ Operation: Predictive Maintenance (Manufacturing Machines)

  • Tech Stack: Python, PyTorch, Scikit-learn, Streamlit,Seaborn,Matplotlib,Transformer
  • Mission Brief: 🏭 Developed an end-to-end predictive maintenance system for manufacturing machinery. Trained and compared multiple ML/DL models to identify the best-performing model for failure prediction. Integrated live deployment using Streamlit, enabling real-time monitoring and alerts for machinery health, optimizing uptime and reducing operational costs. ⚡

📊 > PERFORMANCE_METRICS: SYSTEM_STATUS.dat

🚀 CYBERNETIC PERFORMANCE DASHBOARD 🚀

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📈 CORE STATISTICS

  Contribution Streak   Total Commits   Projects Completed

🧬 CODING DNA SEQUENCE

  Top Languages

🌌 ACTIVITY HEATMAP

📡 > ESTABLISH_COMMUNICATION_CHANNEL: CONNECT.hail

Transmit a signal to initiate a connection... 🛰️

LinkedIn LeetCode GitHub

// System assembled with 🔩 and ⚡ by Anand J

Always learning, always building, always pushing the boundaries of the digital frontier. 🚀

Pinned Loading

  1. Beginner_to_Advance_Machine_Learning_for_Freshers Beginner_to_Advance_Machine_Learning_for_Freshers Public

    🚀 Machine Learning Workflow – The Ultimate Beginner’s Guide to Master ML An all-in-one structured guide to mastering Machine Learning — from data analysis, statistics, and ML algorithms to real-wor…

    Jupyter Notebook 3

  2. End_to_End_ML_Project_with_DagsHub_Mlflow_DVC End_to_End_ML_Project_with_DagsHub_Mlflow_DVC Public

    🚀 End-to-End ML Pipeline with DVC & MLflow 🔁📊 A hands-on, production-ready ML pipeline built from scratch — showcasing data versioning (DVC), experiment tracking (MLflow), and remote collaboration …

    Python 2

  3. Network_Security_end_to_end_Mlops_DVC_Mlflow Network_Security_end_to_end_Mlops_DVC_Mlflow Public

    🔐 Network Security Threat Detection | End-to-End MLOps Pipeline 🚀 An end-to-end production-grade ML pipeline for Network Intrusion Detection, integrating modern MLOps tools — MLflow, DVC, Docker, G…

    Python 2

  4. Machine_Learning_indepth_notes Machine_Learning_indepth_notes Public

    🌟 Machine Learning In-depth Notes 📘 is an open-source collection of from-scratch implementations of Machine Learning algorithms, complete with research papers, Python scripts, and Jupyter notebooks…

    Jupyter Notebook

  5. PredictiveMaintenance_AIStudy PredictiveMaintenance_AIStudy Public template

    AI-powered predictive maintenance system for industrial machines. Real-time monitoring, failure prediction, and actionable insights using XGBoost and interactive Streamlit dashboards.

    Jupyter Notebook

  6. Neural_Networks_from_Scratch Neural_Networks_from_Scratch Public

    🧠 Neural Networks from Scratch — A hands-on guide to building and understanding neural networks using only Python + NumPy. Learn everything from perceptrons to backpropagation and optimization, bri…

    Jupyter Notebook 2