about
Hi, I'm Manas Shukla 👋
Data Science Student
.experience
Fresher
.location
Mumbai, MH, India
.availability
Available
.hello
I'm a data science student at Thakur Shyamnarayan Degree College, Mumbai, where I'm learning to extract insights from the digital footprints we leave behind every day.
My approach to data is narrative-driven—I don't just want to know what the numbers say, but why they say it. Currently exploring machine learning applications for Indian market analysis and social impact problems.
.stack
VS code
coding
VS code
coding
Jupyter Notebook
analysis
Jupyter Notebook
analysis
SQL*PLUS
database
SQL*PLUS
database
GitHub
building | hosting
GitHub
building | hosting
PowerBI
data analytics
PowerBI
data analytics
N8N
ai automation
N8N
ai automation
Streamlit
python|web application
Streamlit
python|web application
Kaggle
dataset
Kaggle
dataset
Google Colab
cloud-based coding
Google Colab
cloud-based coding
.some projects
December-2025
Customer Churn Prediction System
Python | XG Boost | Streamlit
Predict customer churn with XGBoost ML model. Analyze churn drivers, segment customers by risk, and get AI-powered retention strategies. Interactive Streamlit dashboard included.
December-2025
Customer Churn Prediction System
Python | XG Boost | Streamlit
Predict customer churn with XGBoost ML model. Analyze churn drivers, segment customers by risk, and get AI-powered retention strategies. Interactive Streamlit dashboard included.
December-2025
End-to-End Demand Prediction Model
Python | Streamlit | ARIMA & Prophet
An AI-powered demand forecasting system featuring ARIMA and Prophet models. It includes an interactive Streamlit dashboard, adaptive seasonality decomposition, and intelligent inventory/revenue optimization strategies.
December-2025
End-to-End Demand Prediction Model
Python | Streamlit | ARIMA & Prophet
An AI-powered demand forecasting system featuring ARIMA and Prophet models. It includes an interactive Streamlit dashboard, adaptive seasonality decomposition, and intelligent inventory/revenue optimization strategies.
November-2025
Exploratory Data Analysis
Google Colab | Python | EDA | Chi2
Through EDA and Chi-square testing, we uncover friction points in daily travel. Key insights: poor infrastructure is the primary driver of extreme delays, and younger generations show a significant, untapped willingness to switch to public transit.
November-2025
Exploratory Data Analysis
Google Colab | Python | EDA | Chi2
Through EDA and Chi-square testing, we uncover friction points in daily travel. Key insights: poor infrastructure is the primary driver of extreme delays, and younger generations show a significant, untapped willingness to switch to public transit.
November-2025
YouTube Video Downloader
Python | yt-dlp | ffmpeg
A modern, elegant YouTube video downloader with a sleek GUI. Download videos and playlists in your preferred quality with just a few clicks! No Login, No ads, No extra work! Just enjoy!
November-2025
YouTube Video Downloader
Python | yt-dlp | ffmpeg
A modern, elegant YouTube video downloader with a sleek GUI. Download videos and playlists in your preferred quality with just a few clicks! No Login, No ads, No extra work! Just enjoy!
September-2025
Hotel Management System
JAVA | Eclipse | SQL*PLUS
The Hotel Management Application is a software system designed to automate and simplify hotel operations. It manages key tasks such as room reservations, user management, payments, and room availability. The system improves efficiency by centralizing hotel data, enabling easy booking, streamlined check-in/check-out, and secure payment processing.
September-2025
Hotel Management System
JAVA | Eclipse | SQL*PLUS
The Hotel Management Application is a software system designed to automate and simplify hotel operations. It manages key tasks such as room reservations, user management, payments, and room availability. The system improves efficiency by centralizing hotel data, enabling easy booking, streamlined check-in/check-out, and secure payment processing.
.say hello
i'm open for freelance projects, feel free to email me to see how can we collaborate. Let’s analyze something together.
.say hello