Cloud Katsiga

BCA student · AI Software Developer · Backend Developer

Punjab, India

@wonka_vite

LinkedIn GitHub

0 followers

🎓 Bachelor of Computer Applications (BCA) at I.K. Gujral Punjab Technical University · Graduating 2028

About

BCA student and IT faculty focused on AI software development, backend engineering, and data analytics. Experienced with Python, FastAPI, REST APIs, SQL databases, authentication systems, machine learning, and LLM-based applications.

Education

Bachelor of Computer Applications (BCA)

I.K. Gujral Punjab Technical University

Computer Applications · 2028

Skills

6 to 12 months

C Python FastAPI JavaScript

<3 months

SQL JWT NumPy Pandas Pydantic SQLAlchemy scikit-learn LLM evaluation Machine Learning Prompt Engineering Feature Engineering API Integration Understanding

Tools / apps / platforms

<3 months

Git Redis GitHub Render VS Code PostgreSQL Google Colab Firebase Authentication

Projects

NFL Draft Prediction

Python, Pandas, Scikit-learn, CatBoost, XGBoost

Built a machine-learning classification pipeline to predict whether NFL prospects would be drafted. Performed data preprocessing, exploratory analysis, feature engineering, and model evaluation using ROC-AUC. Compared CatBoost and XGBoost models, with CatBoost achieving an AUC of 0.84057 on the project dataset.
Hutano — Student Mental Wellness Risk Assessment ↗

React, FastAPI, Machine Learning, SQL, Redis

Built and deployed a full-stack ML application that assesses student mental-wellness risk using structured academic, financial, lifestyle, and related factors. Developed REST APIs with FastAPI, SQLAlchemy, and Pydantic, integrating an ML prediction pipeline. Implemented JWT authentication, Google OAuth, protected routes, Redis-based sessions, assessment history, and user dashboards.
Wonka AI Assistant ↗

Python, FastAPI, LLM APIs, PostgreSQL

Built an AI assistant designed to help students and tech enthusiasts learn technology and navigate tech careers. Implemented authenticated user workflows and persistent conversation history using a database-backed architecture. Developed conversation context management using recent messages, summarization, and token-aware context handling.

Courses & certifications

Global Consumer Intelligence (GCI) World ↗ · Matsuo Lab, The University of Tokyo · 2026

🎯 Hobbies & interests

Chess

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