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I will build a custom nlp sentiment analysis web app using python and streamlit
Zafii ML
About this gig
Are you looking for a professional sentiment analysis tool that classifies text as positive, negative, or neutral in real time?
I will build you a fully deployed, interactive sentiment analysis web app using Python, NLP (NLTK / TextBlob / VADER), and Streamlit no coding required on your end. Whether you need to analyze customer reviews, social media posts, survey responses, or product feedback, I will deliver a clean, working solution.
What you will get:
A trained NLP model (VADER / TextBlob or custom ML classifier)
Interactive Streamlit web app with real-time predictions
Clean visualizations (sentiment scores, bar charts, word clouds)
Full Python source code with comments
Deployed live link (Streamlit Cloud), share it with anyone
I can work with:
Amazon / product reviews
Twitter / social media data
Custom CSV datasets you provide
Any English-language text data
Why choose me:
I am an AI student and ML developer with hands-on experience building and deploying real NLP applications. I have built sentiment analysis systems with 90%+ accuracy and deployed them live on Streamlit Cloud.
Message me before ordering if you have a custom dataset. I will confirm it is compatible.
Get to know Zafii ML
Zafii ML
From raw data to intelligent ML models, fast and accurate
- FromPakistan
- Member sinceDec 2025
Languages
Urdu, English
ML Engineer | Arch Technologies Intern | 98.6% spam detection & 99.2% digit recognition accuracy.
I build real, deployed ML web apps — not just notebooks. Live app: zafii-diabetes-prediction.streamlit.app
Skills: Classification, Regression, NLP, Time Series Forecasting, Computer Vision, Data Analysis (Python, TensorFlow, Scikit-learn, Streamlit, Pandas)
11 internship projects. 14 certifications (Simplilearn, GDG, Anthropic, Arch Technologies, and excelerate, etc.). Clean code. On-time delivery. 100% satisfaction guaranteed.
Message me — I respond within 1 hour.
My Portfolio
FAQ
What kind of files can I upload for bulk analysis?
Currently, the system is optimized for CSV files. This allows you to export data from Excel, Google Sheets, or social media scraping tools and get results in seconds.
How accurate is the AI sentiment detection?
The tool uses advanced NLP models to ensure high accuracy. It doesn't just look for "good" or "bad" words; it analyzes the context of the sentence. Every result comes with a Confidence Score and a Polarity Rating (-1.0 to +1.0), so you can gauge the intensity of emotions.
Can this tool handle large datasets?
Yes! The "Bulk CSV" feature is designed to process hundreds or even thousands of rows at once, providing you with a full sentiment breakdown and distribution map instantly.
Is the dashboard easy to use for non-technical people?
Absolutely. I built this with a "User-First" philosophy. If you can "Drag and Drop," you can use this tool. No coding or complex setup is required on your end.
Can you customize the tool for my specific industry?
Yes! If you have specific keywords or industry-specific jargon you need the AI to recognize, send me a message. I’m happy to discuss custom tweaks to make the analysis even more precise for your niche.
