Alapan - Computer programming tutor - Athlone
1st lesson free
Alapan - Computer programming tutor - Athlone

Alapan profile and its contact details have been verified by our experts

Alapan

  • Rate R371
  • Response 1h
  • Students

    Number of students Alapan has accompanied since joining Superprof

    4

    Number of students Alapan has accompanied since joining Superprof

Alapan - Computer programming tutor - Athlone
  • 5 (1 review)

R371/h

1st lesson free

Contact

1st lesson free

1st lesson free

  • Computer Programming
  • Python
  • JavaScript
  • Artificial Intelligence
  • PostgreSQL

Full Stack Engineer & AI Specialist | MSc in AI | 5+ Years of Industry Experience

  • Computer Programming
  • Python
  • JavaScript
  • Artificial Intelligence
  • PostgreSQL

Lesson location

About Alapan

Hi! I'm Alapan Bagchi, a dedicated and experienced software engineer with over five years of hands-on experience in full stack development and artificial intelligence. I’ve worked with startups, CTOs, and international teams to build intelligent systems—from AI-powered fraud detection platforms to time-series forecasting models—using the latest technologies like Transformers, XGBoost, Bayesian Networks, and TensorFlow. Currently, I’m completing my Master’s in Software Design with Artificial Intelligence at the Technological University of Shannon, where I specialize in machine learning, neural networks, and data science. I consistently rank at the top of my class and bring the same discipline and curiosity to every lesson I teach. Beyond the code, I’m also a teacher. I work with Algorithmics, delivering fun, engaging programming lessons to young students aged 9–12. I love breaking down complex ideas into clear, relatable lessons—whether it’s helping a beginner write their first Python script or guiding a university student through a machine learning project. Why Learn With Me? Expert in AI: Proven experience building and deploying real-world AI systems using state-of-the-art tools and algorithms. Qualified Educator: Teaching experience with children and adults; I know how to explain, not just code. Industry-Proven: From startups to freelance projects, I’ve delivered software that works at scale and under pressure. Results-Driven: Whether you're learning for school, career, or curiosity—I’ll help you set clear goals and achieve them. Professional & Reliable: Punctual, prepared, and committed to providing a high-quality, structured learning experience.

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About the lesson

  • Primary
  • Secondary
  • Matric/GCSE
  • +13
  • levels :

    Primary

    Secondary

    Matric/GCSE

    AS Level

    A Level

    Adult education

    Undergraduate

    Masters

    Diploma

    Doctorate

    Other

    Beginner

    Intermediate

    Advanced

    Professional

    Kids

  • English

Languages in which the lesson is available :

English

I teach 3 courses, Full Stack Web Development, Artificial Intelligence and Python. Detailed description of the courses are given below

1. Full Stack Web Development
A hands-on course covering both front-end and back-end development. Ideal for beginners to intermediate learners who want to build real-world web applications.

Curriculum:

Frontend Development:
1. HTML, CSS, Flexbox & Grid
2. Responsive Design with Tailwind CSS
3. JavaScript ES6+: Variables, Functions, DOM Manipulation
4. React.js: Components, Props, State, Hooks
5. UI Libraries: shadcn/ui, Chakra UI, Bootstrap
6. API Integration (REST/GraphQL)
7. Frontend Authentication and Protected Routes

Backend Development
1. Node.js & Express.js Basics
2. RESTful API Design
3. Working with Databases: PostgreSQL & MongoDB
4. Authentication: JWT & Session-based Auth
5. File Uploads & Image Handling
6. Middleware and Security (Helmet, Rate Limiting, etc.)

DevOps & Deployment
1. Git & GitHub (Version Control)
2. Docker Basics for Dev and Prod Environments
3. CI/CD with GitHub Actions
4. Deploying Full Stack Apps to AWS (EC2/S3) or Vercel/Render
5. Environment Variables and Secrets Management

Capstone Projects
1. Portfolio Website
2. E-Commerce Platform
3. Job Board or Blogging Platform

2. Artificial Intelligence & Machine Learning

An application-oriented course designed for those interested in real-world AI systems and data modeling.

Curriculum:

1. Foundations
2. What is AI? Classical vs Modern AI
3. Supervised, Unsupervised & Reinforcement Learning
4. Data Preprocessing, Cleaning, Feature Engineering
5. Core ML Algorithms
6. Linear & Logistic Regression
7. Decision Trees, Random Forests
8. KNN, SVM, Naive Bayes
9. XGBoost and Ensemble Methods
10. Clustering: K-Means, DBSCAN
11. Neural Networks & Deep Learning
12. Introduction to Neural Networks
13. Activation Functions, Backpropagation
14. TensorFlow/Keras
15. CNNs for Image Classification
16. RNNs & LSTMs for Sequential Data
17. Real-World Applications
18. Building Recommendation Systems
19. Fraud Detection with Anomaly Detection
20. Sentiment Analysis with NLP
21. Time Series Forecasting (ARIMA/LSTM)
22. Model Evaluation (Precision, Recall, ROC-AUC)

3. Python Programming (Beginner to Advanced)
A flexible course that builds strong coding fundamentals, suitable for school students, university learners, or professionals.

Curriculum:

1. Beginner Level
1. Python Syntax & Data Types
2. Conditionals, Loops, and Functions
3. Lists, Tuples, Sets, Dictionaries
4. File I/O, Exception Handling
5. Basic Object-Oriented Programming (Classes, Inheritance)

2. Intermediate Level
1. Advanced OOP: Encapsulation, Polymorphism
2. Modules & Packages
3. Virtual Environments & pip
4. Lambda Functions, List Comprehensions
5. Decorators, Generators, Context Managers

3. Advanced Level
1. Working with APIs and Web Scraping (Requests, BeautifulSoup)
2. Data Analysis with pandas and numpy
3. Data Visualization with matplotlib and seaborn
4. Introduction to Flask/Django for Web Apps
5. Concurrency: Threads, Async/Await

4. Projects

1. To-Do App

2. API-based Weather Dashboard

3. Data Visualization Dashboard

4. Mini ML Models using scikit-learn

Who These Courses Are For
1. High School & College Students learning to code or working on final-year projects.
2. Professionals transitioning to tech or AI careers.
3. Aspiring Researchers needing help with modeling, experimentation, or research code.
4. Self-taught Developers looking to build a strong portfolio.

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Rates

Rate

  • R371

Package rates

  • 5h: R1855
  • 10h: R3710

online

  • R371/h

free lesson

The free first lesson with Alapan allows you to get to know the tutor and discuss your needs and expectations.

  • 1h

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