You will get Review Sentiment & NER: Actionable Insights from Customer Feedback
Rising Talent
Rising Talent
Project details
Unlock actionable insights from your customer reviews. My solution performs word-level sentiment analysis with GPT-4 and extracts named entities using spaCy, giving you clear, data-driven feedback about what customers care about. I'll build and deploy an interactive Streamlit app, deliver documentation and source code, and ensure it's easy to extend.
What's included $150
These options are included with the project scope.
$150
- Delivery Time 5 days
- Number of Revisions 2
- Model Documentation
- Source Code
About Akshay
Software Developer | Generative AI & Chatbot Expert | ML
Mumbai, India - 5:14 pm local time
I’m a results‑driven Software Developer & Gen AI Expert with 6+ years of experience solving business problems using Machine Learning, Deep Learning, and Generative AI solutions. My focus is on models that are accurate, explainable, scalable and ROI‑focused — I’ve helped clients automate processes and achieve 20% annual growth by integrating AI into their operations.
Here’s what I bring to the table:
• Data Analysis & Visualization: Pandas, NumPy, Matplotlib, Seaborn, Power BI
• Machine Learning: Scikit‑learn, XGBoost, LightGBM, hyperparameter tuning
• Deep Learning: TensorFlow, Keras, PyTorch (including transformers and generative models for NLP, computer vision & time series)
• Generative AI & NLP: Chatbots, prompt engineering, sentiment analysis, topic modeling
• End‑to‑End Projects: Data cleaning, feature engineering, model deployment (Streamlit, Flask, FastAPI)
• Cloud & Deployment: AWS, GCP, Docker, Git, CI/CD
• Business Use Cases: Predictive analytics, fraud detection, churn prediction, recommendation systems, AI integration & automation
I also build AI‑powered chat agents and integrate generative AI models into existing products. My strong communication skills ensure that stakeholders understand the "why" behind the algorithms and can act on insights.
Whether you need a one‑time analysis or a complete AI system built from scratch, I can deliver with clarity, speed, and impact. Let’s talk about how we can make your data and AI work for you.
Steps for completing your project
After purchasing the project, send requirements so Akshay can start the project.
Delivery time starts when Akshay receives requirements from you.
Akshay works on your project following the steps below.
Revisions may occur after the delivery date.
Gather API Key & Sample Reviews
Collect API key, define entity types and sentiment goals, and review sample data.
Develop Sentiment & NER Pipeline
Build NLP pipeline using GPT-4 and spaCy, test on your sample reviews.