Jan 2026
Medical Assistant
Course: Natural Language Processing with Generative AI
As an AI specialist, your task is to develop a RAG-based AI solution using renowned medical manuals to address healthcare challenges. The objective is to understand information overload, apply AI techniques to streamline decision-making, analyze its impact on diagnostics and patient outcomes, evaluate its potential to standardize care practices, and create a functional prototype demonstrating its feasibility and effectiveness.
Skills & Tools Covered
RAG
LLM
Prompt Engineering
Data Preprocessing
Dec 2025
ReneWind
Course: Introduction to Neural Networks
The project aims to create and improve classification models for ReneWind's wind turbine generator failures, enabling proactive maintenance and cost reduction. The models use sensor data to identify potential failures, minimizing false negatives and ensuring turbine repairs before breakdown. The final models are chosen based on their ability to accurately predict failures, providing insights and recommendations to improve maintenance strategies and cost efficiency in wind energy production.
Skills & Tools Covered
EDA
Data Preprocessing
Classification
Activation Function
Neural Network
Nov 2025
EasyVisa
Course: Advanced Machine Learning
Analyze the data of Visa applicants, build a predictive model to facilitate the process of visa approvals, and based on important factors that significantly influence the Visa status recommend a suitable profile for the applicants for whom the visa should be certified or denied.
Skills & Tools Covered
EDA
Data Pre-Processing
Bagging Classifier
Boosting Classifier
Stacking Classifier
Hyperparameter Tuning
Business Insights
Sep 2025
Personal Loan Campaign
Course: Machine Learning
To identify bank customers with a high likelihood of purchasing a loan, you need to analyze the provided data to understand key customer attributes influencing loan acquisition. With this analysis, build a predictive model that captures patterns and customer characteristics, which will help the bank effectively target potential loan buyers, improving marketing efforts and increasing conversion rates.
Skills & Tools Covered
EDA
Data pre-processing
Model building - Decision Tree
Model Performance Evaluation and Improvement
Business Recommendations
Aug 2025
FoodHub
Course: Python Foundations
Perform an exploratory data analysis and provide actionable insights for a food aggregator company to get a fair idea about the demand of different restaurants and cuisines, which will help them enhance their customer experience and improve the business
Skills & Tools Covered
python
Numpy
Pandas
Seaborn
Exploratory Data Analysis
Business recommendations
Bivariate Analysis
Univariate Analysis
Portfolio
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