Karunakar Eede Data Science(AL & ML), Full Stacker Trainer
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๐Ÿ‘‹ Welcome to My Profile! I'm Karunakar Eede, a passionate and results-driven trainer with 10+ years of experience in corporate training and academic mentoring. My mission is to bridge the gap between theoretical learning and real-world application.

๐ŸŽ“ About Me:

With a strong background in software engineering and data science, I’ve trained hundreds of students and professionals across India, Sweden, Singapore, Malaysia, and the U.S. My approach is highly engaging, application-oriented, and tailored to individual learning styles.

๐Ÿง  What I Teach:

๐Ÿ”น Programming & Development

C & C++ Programming (Basic to Advanced)
Java Full Stack Development (Core Java, Spring Boot, Hibernate, REST APIs, etc.)
Python Full Stack Development (Flask, Django, Web APIs, Automation)

๐Ÿ”น Data Science & AI

Python for Data Science
Machine Learning, Deep Learning, NLP
Generative AI (LLMs, GPT-based apps)
Real-time projects with Data Analysis, Forecasting, and Visualization

๐Ÿ“ˆ Why Choose Me?

๐Ÿงฉ Customized Teaching: Every learner is unique. I adapt my pace, style, and depth according to your needs.
๐Ÿ’ป Hands-on Focus: I emphasize real-time coding, live problem-solving, and mini-projects.
๐ŸŒ Global Experience: Trained learners across multiple countries—adapting to international expectations and standards.
๐Ÿ’ฌ Effective Communication: Complex concepts made simple using analogies, real-life examples, and interactive discussions.

๐ŸŒŸ Achievements & Track Record:

Delivered 100+ successful workshops and 1:1 mentorship sessions
Mentored professionals transitioning into tech and AI roles
Designed curricula for engineering colleges and corporate upskilling
Guest speaker & evaluator for tech expos and AI forums

๐Ÿ“ Location: Vijayawada, Andhra Pradesh, India
๐ŸŒ Available for: Online sessions | Weekend batches | Project mentoring | Crash courses

๐Ÿš€ Let’s Connect and Learn Together!
If you're looking for a friendly, patient, and technically strong mentor to help you master programming, data science, or AI, I’m here to support your journey. Whether you’re a beginner or an advanced learner, together we’ll make it easy and impactful.

Subjects

  • C/C++ programming Intermediate-Expert

  • JAVA Beginner-Expert

  • Python Beginner-Expert

  • Web development Beginner-Expert

  • Artificial Intelligence Beginner-Expert

  • Data Science and Machine Learning Beginner-Expert

Experience

  • Senior Software Developer | Data Scientist (Jul, 2012–Present) at Tekworks, Vijayawada
    Core Responsibilities:
    Architecture & Design:

    Design and develop robust, scalable, and secure software systems.

    Make architectural decisions and contribute to system design discussions.

    Coding & Development:

    Write clean, maintainable, and efficient code.

    Review code from junior developers and suggest improvements.

    Implement APIs, services, and microservices.

    Mentorship & Leadership:

    Mentor junior developers and lead code reviews.

    Provide guidance on technical challenges and career development.

    Collaboration:

    Work closely with product managers, designers, QA, and DevOps.

    Participate in sprint planning, requirement analysis, and task estimation.

    Quality & Optimization:

    Ensure high performance and responsiveness of applications.

    Follow best practices in testing, CI/CD, version control (Git), and documentation.

    Maintenance & Debugging:

    Troubleshoot, debug, and fix production issues.

    Ensure systems are reliable and easy to maintain.

Education

  • Mtech (Sep, 2012–Jul, 2014) from No institute

Fee details

    โ‚น1,000–1,200/day (US$10.53–12.63/day)

Courses offered

  • ๐…๐ฎ๐ฅ๐ฅ-๐’๐ญ๐š๐œ๐ค ๐–๐ž๐› ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญ ๐ฐ๐ข๐ญ๐ก ๐‘๐ž๐š๐œ๐ญ ๐š๐ง๐ ๐’๐ฉ๐ซ๐ข๐ง๐  ๐๐จ๐จ๐ญ: ๐…๐ซ๐จ๐ฆ ๐๐š๐ฌ๐ข๐œ๐ฌ ๐ญ๐จ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐

    • โ‚น15000
    • Duration: 3 Months
    • Delivery mode: Online
    • Group size: 5
    • Instruction language: English, Telugu
    • Certificate provided: Yes
    ๐Ž๐ฏ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ:
    This hands-on course will guide you through the complete lifecycle of full-stack web development using React for frontend and Spring Boot for backend. You'll learn how to design, develop, and deploy scalable web applications with a focus on real-world use cases and industry best practices.

    ๐–๐ก๐š๐ญ ๐˜๐จ๐ฎ ๐–๐ข๐ฅ๐ฅ ๐‹๐ž๐š๐ซ๐ง:
    ๐…๐ซ๐จ๐ง๐ญ๐ž๐ง๐ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญ ๐ฐ๐ข๐ญ๐ก ๐‘๐ž๐š๐œ๐ญ:

    JSX and React fundamentals

    Component-based architecture

    React hooks and routing

    Form handling and validation

    REST API integration

    State management using Context API and Redux

    ๐๐š๐œ๐ค๐ž๐ง๐ ๐ƒ๐ž๐ฏ๐ž๐ฅ๐จ๐ฉ๐ฆ๐ž๐ง๐ญ ๐ฐ๐ข๐ญ๐ก ๐’๐ฉ๐ซ๐ข๐ง๐  ๐๐จ๐จ๐ญ:

    Introduction to Spring Boot and RESTful services

    Building APIs with Spring MVC

    Data persistence with Spring Data JPA

    Connecting to MySQL/PostgreSQL databases

    Security with Spring Security and JWT

    CRUD operations and exception handling

    ๐ƒ๐ž๐ฉ๐ฅ๐จ๐ฒ๐ฆ๐ž๐ง๐ญ ๐š๐ง๐ ๐“๐ž๐ฌ๐ญ๐ข๐ง๐ :

    Project structuring and build tools (Maven/Gradle)

    Unit testing and integration testing

    CI/CD basics and deployment on platforms like Heroku/Render

    Hosting frontend on Netlify/Vercel

    ๐–๐ก๐ฒ ๐„๐ง๐ซ๐จ๐ฅ๐ฅ ๐ข๐ง ๐“๐ก๐ข๐ฌ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž?
    Real Projects: Learn by building full-stack applications from scratch

    Career Focused: Ideal for aspiring full-stack developers and job seekers

    Expert Instruction: Learn from a full-stack professional with real industry experience

    End-to-End Learning: Understand every layer from UI to database and APIs

    ๐–๐ก๐จ ๐’๐ก๐จ๐ฎ๐ฅ๐ ๐„๐ง๐ซ๐จ๐ฅ๐ฅ?
    Aspiring full-stack developers

    Backend or frontend developers looking to go full-stack

    Students preparing for tech interviews or internships

    Professionals upskilling for modern web app development

    ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐๐ซ๐ž๐ซ๐ž๐ช๐ฎ๐ข๐ฌ๐ข๐ญ๐ž๐ฌ:
    Basic knowledge of HTML, CSS, and JavaScript

    Familiarity with any programming language is helpful but not mandatory

  • ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž ๐ฐ๐ข๐ญ๐ก ๐๐ฒ๐ญ๐ก๐จ๐ง: ๐…๐ซ๐จ๐ฆ ๐๐š๐ฌ๐ข๐œ๐ฌ ๐ญ๐จ ๐€๐๐ฏ๐š๐ง๐œ๐ž๐

    • โ‚น30000
    • Duration: 3 Months
    • Delivery mode: Online
    • Group size: 3
    • Instruction language: English, Telugu
    • Certificate provided: Yes
    ๐Ž๐ฏ๐ž๐ซ๐ฏ๐ข๐ž๐ฐ:
    Master the tools and techniques of Data Science with this comprehensive course designed for beginners and intermediate learners. From Python programming and data analysis to advanced machine learning and real-world AI applications, this course empowers you to solve complex problems and make data-driven decisions confidently.

    ๐–๐ก๐š๐ญ ๐˜๐จ๐ฎ ๐–๐ข๐ฅ๐ฅ ๐‹๐ž๐š๐ซ๐ง:
    ๐๐ฒ๐ญ๐ก๐จ๐ง ๐Ÿ๐จ๐ซ ๐ƒ๐š๐ญ๐š ๐’๐œ๐ข๐ž๐ง๐œ๐ž:

    Python basics: syntax, data types, operators

    Control structures: loops, functions, conditionals

    Working with libraries like NumPy and Pandas

    ๐ƒ๐š๐ญ๐š ๐€๐ง๐š๐ฅ๐ฒ๐ฌ๐ข๐ฌ ๐š๐ง๐ ๐•๐ข๐ฌ๐ฎ๐š๐ฅ๐ข๐ณ๐š๐ญ๐ข๐จ๐ง:

    Data wrangling, cleaning, and transformation

    Exploratory Data Analysis (EDA)

    Visualizations using Matplotlib and Seaborn

    ๐’๐ญ๐š๐ญ๐ข๐ฌ๐ญ๐ข๐œ๐ฌ ๐š๐ง๐ ๐๐ซ๐จ๐›๐š๐›๐ข๐ฅ๐ข๐ญ๐ฒ:

    Descriptive statistics and distributions

    Probability theory and Bayes theorem

    Hypothesis testing and confidence intervals

    ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐  ๐๐š๐ฌ๐ข๐œ๐ฌ:

    Supervised vs. unsupervised learning

    Linear and Logistic Regression

    Decision Trees, K-Means Clustering

    ๐€๐๐ฏ๐š๐ง๐œ๐ž๐ ๐Œ๐š๐œ๐ก๐ข๐ง๐ž ๐‹๐ž๐š๐ซ๐ง๐ข๐ง๐ :

    Ensemble models: Random Forest, XGBoost

    Intro to Deep Learning and Neural Networks

    ๐Œ๐จ๐๐ž๐ฅ ๐„๐ฏ๐š๐ฅ๐ฎ๐š๐ญ๐ข๐จ๐ง:

    Cross-validation and confusion matrix

    ROC-AUC, precision-recall, F1-score

    Overfitting and hyperparameter tuning

    ๐‘๐ž๐š๐ฅ-๐–๐จ๐ซ๐ฅ๐ ๐€๐ฉ๐ฉ๐ฅ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ:

    Predictive modeling

    Time series forecasting

    Natural Language Processing (NLP)

    Case studies and mini projects

    ๐–๐ก๐ฒ ๐„๐ง๐ซ๐จ๐ฅ๐ฅ ๐ข๐ง ๐“๐ก๐ข๐ฌ ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž?
    Hands-On Learning: Real datasets, assignments, and capstone projects

    Job-Ready Skills: Master tools used in top tech and data-driven companies

    Expert Instruction: Learn from a seasoned Data Science practitioner

    Career Boost: Ideal for career switchers, upskillers, and college students

    ๐–๐ก๐จ ๐’๐ก๐จ๐ฎ๐ฅ๐ ๐„๐ง๐ซ๐จ๐ฅ๐ฅ?
    Beginners and enthusiasts entering the world of data science

    IT and engineering students building a data career

    Working professionals transitioning to data roles

    Analysts and developers looking to enhance decision-making with data

    ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž ๐๐ซ๐ž๐ซ๐ž๐ช๐ฎ๐ข๐ฌ๐ข๐ญ๐ž๐ฌ:
    No prior programming experience required

    High-school level mathematics understanding is sufficient

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