Hello, I'm

Jhumarani Tala

B.Tech Data Science Student

I am passionate about Data Science, Data Analysis, Machine Learning, Artificial Intelligence, and Python development. I enjoy turning ideas into practical and meaningful applications.

View My Projects Contact Me

🐍 Python 📊 Data Science 🤖 Machine Learning 🌐 Django 💡 AI

Get To Know Me

About Me

Hi, I'm Jhumarani Tala 👋

I'm a B.Tech Data Science student with a strong interest in Data Science, Machine Learning, Artificial Intelligence, and Python development.

I enjoy building practical projects that combine data, intelligent systems, and web technologies. My projects include machine learning applications, interactive Streamlit dashboards, AI applications, and Django-based web development.

I'm continuously improving my technical skills by working on real-world projects and exploring new technologies. I'm particularly interested in opportunities where I can apply my knowledge, learn from experienced teams, and contribute to meaningful projects.

🎓

Education

B.Tech in Data Science

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Primary Language

Python

🤖

Focus Area

AI & Machine Learning

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Development

Django & Streamlit

My Areas of Focus

What I Do

📊

Data Science

Analyze and transform data into meaningful insights using Python, Pandas, NumPy, and visualization tools.

🤖

Machine Learning & AI

Build machine learning applications for prediction, classification, NLP, and intelligent data-driven solutions.

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Python Development

Develop practical applications and data tools using Python, Streamlit, Pandas, and other Python libraries.

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Web Development

Build interactive web applications using Django, Streamlit, HTML, CSS, and JavaScript.

My Academic Journey

Education

🎓

2023 – 2027

B.Tech in Data Science

Swami Vivekananda University

Barrackpore, Kolkata

Currently pursuing a Bachelor of Technology in Data Science, with a focus on Machine Learning, Database Management, Statistics, Data Visualization, and Web Development.

CGPA: 8.5 / 10 Machine Learning Data Visualization Database Management

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2021 – 2023

Higher Secondary — Science

Nachinda J.K. High School (H.S)

Purba Medinipur, West Bengal

Percentage: 69% Science Stream

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2015 – 2021

Secondary Education

Nachinda J.K. High School (H.S)

Purba Medinipur, West Bengal

Percentage: 83.83% WBBSE

My Credentials

Certifications

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NPTEL

Software Engineering

Completed the NPTEL Software Engineering course, demonstrating knowledge of software development principles and engineering practices.

Score: 61% NPTEL Certification

What I Work With

Technical Skills

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Programming

Python, SQL, JavaScript, HTML, CSS

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Data Analysis

Pandas, NumPy, Excel

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Data Visualization

Matplotlib, Seaborn, Power BI

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Machine Learning & AI

Scikit-learn, Deep Learning, Classification, Feature Engineering, Model Evaluation

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AI & Computer Vision

OpenCV, Librosa

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Web & Frameworks

Streamlit, Django

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Databases

SQLite, MySQL, MongoDB

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Tools

Git, GitHub

My Recent Work

Featured Projects

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Customer Churn Prediction

Machine learning application that predicts whether a customer is likely to churn using classification models and customer data analysis.

Python Scikit-learn Pandas Streamlit

GitHub Live Demo

🏠

House Price Prediction

Machine learning application that predicts house prices using the Ames Housing dataset with data cleaning, preprocessing, feature engineering, and regression modeling.

Python Pandas NumPy Scikit-learn

GitHub Live Demo

🏦

Banking Fraud Detection

Machine learning application for detecting potentially fraudulent banking transactions. Compared classification models and evaluated their performance using accuracy and ROC-AUC.

Python Pandas Scikit-learn Streamlit

GitHub Live Demo

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AI Resume Matcher

AI-powered application that analyzes resume skills and compares them with job requirements to calculate a job match score.

Python NLP Streamlit AI

GitHub Live Demo

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AI Video Highlight Generator

AI-powered video processing application that detects exciting moments using visual motion and audio-energy analysis.

Python OpenCV Librosa MoviePy

GitHub Live Demo

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Personal Finance Dashboard

Interactive dashboard for tracking income, expenses, savings, spending categories, and financial insights.

Python Pandas Streamlit Data Analysis

GitHub Live Demo

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Job Market Scraper

Data science application that collects job listings and analyzes job titles, salaries, work modes, locations, and market trends to provide useful insights into the job market.

Python Web Scraping Pandas Streamlit Data Analysis

GitHub Live Demo

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Django E-Commerce Website

Full-stack e-commerce website built with Django, featuring product management, authentication, and an online shopping experience.

Python Django SQLite HTML CSS

GitHub Live Demo

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Jhuma AI Chatbot

AI chatbot application designed to provide conversational responses using a locally running language model.

Python Streamlit Ollama AI

GitHub

My Resume

Resume

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My Professional Resume

My resume includes my education, technical skills, projects, certifications, and experience in Data Science, Machine Learning, AI, and Python development.

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