Unsha Siddiqui
Artificial intelligence | Machine Learning | Data scientist
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Hello, Contra community! 👋
I'm Unsha Siddiqui, a Data Science and AI enthusiast passionate about building data-driven solutions.
I specialize in:
🔹 Python Programming
🔹 Data Analysis & Visualization
🔹 Machine Learning
🔹 Interactive Dashboards
🔹 AI-Powered Applications
I'm excited to connect with startups, businesses, and individuals who need help turning data into actionable insights.
Currently available for:
✅ Data Analysis Projects
✅ Dashboard Development
✅ Python Automation
✅ AI-Based Solutions
Looking forward to collaborating and building impactful projects together!
#DataScience #Python #MachineLearning #AI #DataAnalytics #Freelancer #Contra
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⚖️ Healthcare Meets Artificial Intelligence 🤖
What if patient data could reveal meaningful health insights within seconds?
This Weight Prediction System uses Machine Learning to analyze health parameters and generate intelligent predictions, helping transform raw medical data into actionable information.
📊 Predictive Analytics
🧠 Machine Learning
🏥 Healthcare Innovation
Because the future of healthcare isn't just treatment—it's prediction.
hashtag#MachineLearning (https://www.linkedin.com/search/results/all/?keywords=%23machinelearning&origin=HASH_TAG_FROM_FEED) hashtag#ArtificialIntelligence (https://www.linkedin.com/search/results/all/?keywords=%23artificialintelligence&origin=HASH_TAG_FROM_FEED) hashtag#HealthcareAI (https://www.linkedin.com/search/results/all/?keywords=%23healthcareai&origin=HASH_TAG_FROM_FEED) hashtag#PredictiveAnalytics (https://www.linkedin.com/search/results/all/?keywords=%23predictiveanalytics&origin=HASH_TAG_FROM_FEED) hashtag#HealthTech (https://www.linkedin.com/search/results/all/?keywords=%23healthtech&origin=HASH_TAG_FROM_FEED) hashtag#DataScience (https://www.linkedin.com/search/results/all/?keywords=%23datascience&origin=HASH_TAG_FROM_FEED) hashtag#Python (https://www.linkedin.com/search/results/all/?keywords=%23python&origin=HASH_TAG_FROM_FEED) hashtag#Innovation (https://www.linkedin.com/search/results/all/?keywords=%23innovation&origin=HASH_TAG_FROM_FEED)
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📊 Turning Data into Decisions with AI! 🤖
Excited to share my latest AI-Powered Retail Sales Analytics & Forecasting Dashboard, developed using Python, Streamlit, Pandas, Scikit-Learn, and Machine Learning.
This project transforms raw sales data into actionable business insights through:
✅ Sales & Revenue Analytics
✅ Interactive KPI Dashboard
✅ Product Category Performance Analysis
✅ Holiday Impact Analysis
✅ Marketing Spend vs Revenue Insights
✅ 30-Day Sales Forecasting using Machine Learning
✅ AI-Driven Business Recommendations
By leveraging data analytics and predictive modeling, businesses can make smarter decisions, identify growth opportunities, and forecast future performance with confidence.
🔹 Tools & Technologies:
Python | Streamlit | Pandas | NumPy | Scikit-Learn | Matplotlib | Machine Learning | Data Analytics
hashtag#DataScience (https://www.linkedin.com/search/results/all/?keywords=%23datascience&origin=HASH_TAG_FROM_FEED) hashtag#MachineLearning (https://www.linkedin.com/search/results/all/?keywords=%23machinelearning&origin=HASH_TAG_FROM_FEED) hashtag#Python (https://www.linkedin.com/search/results/all/?keywords=%23python&origin=HASH_TAG_FROM_FEED) hashtag#Streamlit (https://www.linkedin.com/search/results/all/?keywords=%23streamlit&origin=HASH_TAG_FROM_FEED) hashtag#BusinessIntelligence (https://www.linkedin.com/search/results/all/?keywords=%23businessintelligence&origin=HASH_TAG_FROM_FEED) hashtag#DataAnalytics (https://www.linkedin.com/search/results/all/?keywords=%23dataanalytics&origin=HASH_TAG_FROM_FEED) hashtag#SalesForecasting (https://www.linkedin.com/search/results/all/?keywords=%23salesforecasting&origin=HASH_TAG_FROM_FEED) hashtag#PredictiveAnalytics (https://www.linkedin.com/search/results/all/?keywords=%23predictiveanalytics&origin=HASH_TAG_FROM_FEED) hashtag#ArtificialIntelligence (https://www.linkedin.com/search/results/all/?keywords=%23artificialintelligence&origin=HASH_TAG_FROM_FEED)
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💳 AI-Powered Financial Fraud Detection & Risk Intelligence Platform 🚀
Excited to share my latest Machine Learning project, designed to identify potentially fraudulent financial transactions in real time and help strengthen digital payment security.
This system analyzes transaction patterns and evaluates risk factors such as transaction amount, merchant category, location mismatch, device trust score, transaction velocity, and more to classify transactions as Fraudulent or Legitimate.
🔹 Real-Time Fraud Detection
🔹 Machine Learning-Based Prediction
🔹 Risk Probability Scoring
🔹 Interactive Dashboard & Visualizations
🔹 Data-Driven Decision Making
🔹 Streamlit Web Application
Technologies Used:
🐍 Python
📊 Pandas & NumPy
🤖 Scikit-learn (Machine Learning)
🌲 Random Forest Classifier
📈 Plotly (Interactive Visualizations)
🎨 Streamlit (Web Dashboard)
💾 Pickle (Model Deployment)
This project enhanced my understanding of machine learning workflows, fraud analytics, data preprocessing, model deployment, and interactive dashboard development.
hashtag#ArtificialIntelligence (https://www.linkedin.com/search/results/all/?keywords=%23artificialintelligence&origin=HASH_TAG_FROM_FEED) hashtag#MachineLearning (https://www.linkedin.com/search/results/all/?keywords=%23machinelearning&origin=HASH_TAG_FROM_FEED) hashtag#DataScience (https://www.linkedin.com/search/results/all/?keywords=%23datascience&origin=HASH_TAG_FROM_FEED) hashtag#FraudDetection (https://www.linkedin.com/search/results/all/?keywords=%23frauddetection&origin=HASH_TAG_FROM_FEED) hashtag#Python (https://www.linkedin.com/search/results/all/?keywords=%23python&origin=HASH_TAG_FROM_FEED) hashtag#Streamlit (https://www.linkedin.com/search/results/all/?keywords=%23streamlit&origin=HASH_TAG_FROM_FEED) hashtag#ScikitLearn (https://www.linkedin.com/search/results/all/?keywords=%23scikitlearn&origin=HASH_TAG_FROM_FEED) hashtag#FinancialTechnology (https://www.linkedin.com/search/results/all/?keywords=%23financialtechnology&origin=HASH_TAG_FROM_FEED) hashtag#Analytics (https://www.linkedin.com/search/results/all/?keywords=%23analytics&origin=HASH_TAG_FROM_FEED) hashtag#AIProjects (https://www.linkedin.com/search/results/all/?keywords=%23aiprojects&origin=HASH_TAG_FROM_FEED) hashtag#PortfolioProject (https://www.linkedin.com/search/results/all/?keywords=%23portfolioproject&origin=HASH_TAG_FROM_FEED)
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📚✨ Introducing my AI Study Planner System — a smart and intelligent way to turn unorganized study routines into a well-structured learning plan! This project automatically allocates study time based on subject difficulty and remaining exam days, helping students focus on what truly matters. 🚀💡
Instead of guessing what to study, this system brings data-driven decision making into education, ensuring better time management and productivity. 🎯📊 It promotes smarter studying, reduces stress, and helps students stay consistent and confident during exam preparation.
Built using Python, Streamlit, and smart logic to make learning more efficient, interactive, and personalized for every student. 🧠⚡
✨ Key Features of this Project:
✔ AI-based study time allocation
✔ Difficulty-based subject prioritization
✔ Automatic daily study planner generation
✔ Interactive Streamlit dashboard
✔ Visual insights with pie chart distribution
✔ Downloadable study plan (CSV format)
✔ Simple and user-friendly interface
#AI (https://www.linkedin.com/search/results/all/?keywords=%23ai&origin=HASH_TAG_FROM_FEED) #MachineLearning (https://www.linkedin.com/search/results/all/?keywords=%23machinelearning&origin=HASH_TAG_FROM_FEED) #DataScience (https://www.linkedin.com/search/results/all/?keywords=%23datascience&origin=HASH_TAG_FROM_FEED) #Streamlit (https://www.linkedin.com/search/results/all/?keywords=%23streamlit&origin=HASH_TAG_FROM_FEED) #FYP (https://www.linkedin.com/search/results/all/?keywords=%23fyp&origin=HASH_TAG_FROM_FEED) #PythonProject (https://www.linkedin.com/search/results/all/?keywords=%23pythonproject&origin=HASH_TAG_FROM_FEED) #SmartStudy (https://www.linkedin.com/search/results/all/?keywords=%23smartstudy&origin=HASH_TAG_FROM_FEED) #StudentLife (https://www.linkedin.com/search/results/all/?keywords=%23studentlife&origin=HASH_TAG_FROM_FEED)
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