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dev618/README.md

πŸ‘‹ Hello, I'm Devesh Sawarkar

A Passionate Data Scientist & AI Explorer | Turning Raw Data into Real Decisions

AI animation


πŸ’‘ About Me

πŸš€ I'm a Data Scientist & AI Enthusiast with real-world experience designing and deploying intelligent systems that solve complex challenges. From image-based disease detection to OCR-powered telecom validation toolsβ€”I'm passionate about building solutions that matter.

πŸ” Focus Areas:

  • Machine Learning, Deep Learning, Computer Vision
  • Predictive Analytics, Statistical Modeling, EDA
  • MLOps, Model Deployment, APIs, Dashboards
  • OCR Systems, Image Recognition, YOLO, Tesseract
  • Python Scripting, SQL, Firebase, Power BI

πŸ› οΈ Tech Toolbox

πŸ’» Languages & Fundamentals

Python SQL HTML CSS JavaScript

πŸ“¦ Data Science & ML Tools

Pandas NumPy Scikit-learn Seaborn Matplotlib

πŸ€– Deep Learning & CV

TensorFlow PyTorch OpenCV YOLO Tesseract Google Vision

🧱 Frameworks & APIs

Flask Django FastAPI REST API

πŸ“Š Visualization & Reporting

Power BI Tableau Plotly

☁️ Cloud, Databases & DevOps

Firebase MongoDB PostgreSQL AWS Azure Docker Kubernetes


🧠 Featured Projects

πŸ” BioFlock – AI-Driven Poultry Disease Monitoring (Deep Learning & Data Science)

🚜 AI-based posture analysis system for poultry health monitoring using YOLOv8 and CNN.
🧬 Detects diseases like Coccidiosis and Fowlpox from images for early diagnosis.
πŸ”— Integrated with Flask APIs, OpenCV, and dashboard visualizations for real-time farm monitoring.
πŸ›  Tech: Python, TensorFlow, PyTorch, Flask, Pandas, NumPy

πŸ“‘ TowerVision – AI-Powered Telecom Site Validation

πŸ›° AI tool to validate telecom tower images using OCR (Tesseract) and OpenCV, built for Insta ICT Solution Pvt. Ltd.
πŸ” Automates pre/post drive test data extraction with Firestore, report generation, and Power BI insights.
🀝 Enabled seamless coordination among admins, riggers, and engineers.
πŸ›  Tech: Python, Flask, Tesseract OCR, Pandas, Power BI, Firestore

πŸ’¬ QuoteVerse – Mining and Visualizing

πŸ” Extracted and analyzed inspirational quotes from QuotesToScrape.com using Python, SQL, and Pandas.
πŸ“Š Visualized trends (authors, tags, quote lengths) using Matplotlib, Seaborn, and WordCloud.
🀝 Collaborative team effort with structured workflows, GitHub versioning, and analytical storytelling.
πŸ›  Tech: Python, BeautifulSoup, SQL, Pandas, Jupyter, GitHub

🌐 InovexaWeb – Modern Business Website (Full Stack Development)

πŸš€ Designed and built a dynamic business website using React (frontend) and Flask (backend) for Inovexa.
🎨 Features responsive design, smooth animations, career portal, and helpdesk integration.
🧩 Backend APIs and database-connected dashboard for user interaction and service display.
πŸ›  Tech: React, Flask, PostgreSQL/Firebase, Framer Motion, Material-UI, GitHub, Figma


πŸ“ˆ GitHub Stats


🌟 Soft Skills

  • 🧠 Analytical Thinking
  • πŸ“’ Clear Communication
  • 🧩 Problem Solving
  • 🧭 Adaptability
  • 🀝 Team Collaboration
  • 🎯 Result-oriented Mindset

πŸ“¬ Let’s Connect


Tags:
python flask machine-learning deep-learning neural-networks tensorflow keras pytorch lstm logistic-regression classification computer-vision yolo ocr tesseract-ocr image-processing nlp text-mining sentiment-analysis time-series-analysis stock-prediction mnist digit-recognition pattern-recognition supervised-learning feature-engineering data-preprocessing eda data-visualization matplotlib seaborn plotly pandas numpy sql sqlite postgresql firebase restful-api web-scraping beautifulsoup requests figma ui-ux material-ui framer-motion animations git github cloud-deployment react full-stack-development secure-authentication portfolio-project end-to-end-project


dev618


✨ β€œI don’t just work with dataβ€”I listen to it, learn from it, and let it guide smarter decisions.”
Let’s create impact, one dataset at a time!

Pinned Loading

  1. NumNet-Deep-Neural-Network-for-Handwritten-Numbers NumNet-Deep-Neural-Network-for-Handwritten-Numbers Public

    A simple neural network using TensorFlow/Keras to recognize handwritten digits from the MNIST dataset. Achieves ~97.7% test accuracy. Includes training, evaluation, and visualization. Great intro t…

    Jupyter Notebook 1

  2. StockLSTM-Deep-Learning-for-Tesla-Price-Forecasting StockLSTM-Deep-Learning-for-Tesla-Price-Forecasting Public

    This project demonstrates how to build a Long Short-Term Memory (LSTM) model using Keras to predict Tesla's stock closing prices based on historical data. Import libraries pandas, NumPy, to load an…

    Jupyter Notebook 1

  3. TowerVision-AI-Powered-Telecom-Site-Validation TowerVision-AI-Powered-Telecom-Site-Validation Public

    AI-powered Telecom Tool using Python, Flask, OpenCV, and Tesseract OCR. Automates image validation, OCR-based data extraction, site allocation, and report generation. Enables pre/post image compari…

    HTML 1

  4. PranaliiShinde/QuoteVerse-MiningandVisualizing PranaliiShinde/QuoteVerse-MiningandVisualizing Public

    In this project we learn about data visualization project using Python, covering design, challenges, tools, teamwork, and insights from web scraping Quotes to Scrape. #DataVisualization #Python #We…

    Jupyter Notebook 2

  5. BioFlock-AI-Driven-Poultry-Disease-Monitoring-System BioFlock-AI-Driven-Poultry-Disease-Monitoring-System Public

    AI-powered poultry health monitoring system using YOLOv8 and CNN. Detects diseases like fowlpox and leg issues from posture images with 98%+ accuracy. Supports real-time monitoring via frame counti…

    Jupyter Notebook 1

  6. End-To-End-Data-Science-with-MLFlow End-To-End-Data-Science-with-MLFlow Public

    End-to-End ML project with MLflow for experiment tracking, data ingestion to deployment. Includes data validation, transformation, training, evaluation, Docker packaging, AWS EC2 deployment, and CI…

    CSS