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shauryanegi/README.md

Data Scientist & ML Engineer ๐Ÿ‘จโ€๐Ÿ”ฌ

Typing SVG

๐Ÿง  Innovation Areas

๐Ÿค– Machine Learning & AI


Expertise โ€ข Deep Learning & Transformers
โ€ข Computer Vision & OCR
โ€ข Natural Language Processing
โ€ข Reinforcement Learning
โ€ข AutoML & Neural Architecture Search
โ€ข Generative AI & GANs
โ€ข Model Interpretability (XAI)

๐Ÿ“Š Data Engineering


Expertise โ€ข Data Pipeline Architecture
โ€ข Stream Processing (Kafka, Spark)
โ€ข Data Warehousing
โ€ข ETL/ELT Workflows
โ€ข Data Quality & Validation
โ€ข Big Data Processing
โ€ข Data Governance & Security

๐Ÿš€ MLOps & Cloud


Expertise โ€ข CI/CD for ML Models
โ€ข Model Monitoring & Observability
โ€ข Cloud Infrastructure (AWS, GCP)
โ€ข Containerization & Orchestration
โ€ข Model Serving & Scaling
โ€ข Feature Stores
โ€ข Model Registry & Versioning

๐Ÿ› ๏ธ Tech Arsenal

๐Ÿงฎ Core ML & Data Stack

Python R Julia TensorFlow PyTorch Keras scikit-learn

๐ŸŽฏ Data Processing & Visualization

Pandas NumPy Plotly Matplotlib OpenCV SciPy

๐Ÿš€ MLOps & Cloud Infrastructure

AWS Google Cloud MLflow Weights & Biases FastAPI Docker Kubernetes

๐Ÿ’พ Database & Big Data

MongoDB PostgreSQL Redis Apache Kafka Apache Spark Apache Airflow

๐Ÿ”ง Development Tools

Git GitHub Actions Jupyter Visual Studio Code Linux

๐ŸŽฏ Current Projects

๐Ÿค– AI Trading Bot

Developing advanced ML models for cryptocurrency price prediction using deep learning and sentiment analysis.

๐Ÿงฌ Deep Learning Models

Implementing TensorFlow.js models for browser-based inference and real-time predictions.

๐Ÿ“Š MLOps Pipeline

Building scalable ML pipelines with FastAPI, Docker, and Kubernetes for production deployment.

๐Ÿ“ˆ Contribution Metrics

๐Ÿค Let's Connect and Build Something Amazing!

LinkedIn Kaggle Stack Overflow


๐Ÿ† Profile Trophy Showcase


โœจ Visitor Count

๐ŸŽ‰ Fun Facts
โ€ข ๐Ÿ’ก I contribute to open-source ML projects
โ€ข ๐ŸŽฎ I use game theory in ML model optimization
โ€ข ๐ŸŒฑ I'm currently exploring quantum computing
โ€ข ๐ŸŽฏ 2024 Goal: Deploy 5 production ML models
โ€ข ๐Ÿš€ Building scalable ML systems with FastAPI & K8s

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  1. Network-Intrusion-Detection-System Network-Intrusion-Detection-System Public

    With the enormous growth of computer networks usage and the huge increase in the number of applications running on top of it, network secrity is becoming increasingly more important. All the computโ€ฆ

    Jupyter Notebook 1

  2. Segmentation-Credit-Card-Customers Segmentation-Credit-Card-Customers Public

    This case requires trainees to develop a customer segmentation to define marketing strategy. The sample dataset summarizes the usage behavior of about 9000 active credit card holders during the lasโ€ฆ

    Jupyter Notebook

  3. TextMining-AnalyzingonlineJobPostings TextMining-AnalyzingonlineJobPostings Public

    The project seeks to understand the overall demand for labour in the Armenian online job market from the 19,000 job postings from 2004 to 2015 posted on CareerCenter, an Armenian human resource porโ€ฆ

    Jupyter Notebook

  4. Bank-Reviews-Complaints-Analysis Bank-Reviews-Complaints-Analysis Public

    Central banks collecting information about customer satisfaction with the services provided by different bank. Also collects the complaints. Bank users give ratings and write reviews about servicesโ€ฆ

    Jupyter Notebook

  5. Mushroom-Classification Mushroom-Classification Public

    This dataset includes descriptions of hypothetical samples corresponding to 23 species of gilled mushrooms in the Agaricus and Lepiota Family Mushroom drawn from The Audubon Society Field Guide to โ€ฆ

    Jupyter Notebook

  6. Sarcasm-Detection-ML-DL Sarcasm-Detection-ML-DL Public

    News Headlines Dataset For Sarcasm Detection

    Jupyter Notebook