I will build nlp, bert, sentiment and emotion detection model with high accuracy
I will build data science solutions, ML models, and interactive dashboards
About this Gig
Are you struggling to get accurate insights from your text data?
Are your models giving low accuracy or meaningless predictions?
You are not alone.
Most basic machine learning models fail to understand human emotions, context, and hidden patterns in text leading to poor results.
That's where I come in
M Gul Andam, AI & Machine Learning Specialist with hands-on experience in building high-accuracy NLP models using BERT.
- Improved model accuracy upto 92%
- Worked on real-world Twitter datasets
- Specialized in sentiment, emotion and depression detection
What I Can Do For You
- Sentiment Analysis
- Emotion Detection
- Text Classification
- Depression Detection
- Custom NLP solutions to your problem
️ What You'll Get
- Clean & optimized code
- BERT-based or custom NLP model
- Data preprocessing & fine-tuning
- Performance evaluation (accuracy, precision, recall)
- Clear explanation + documentation
View My Work
- Portfolio: https://gul-andam.github.io/
- LinkedIn: https://www.linkedin.com/in/gull-andam-48a2a1331/
️ IMPORTANT (Please Read)
Every project is different.
Please message me before placing your order so I can understand your requirement and provide the best solution.
Dont wait.
Lets build your solution
Programming language:
Python
•
Colab
•
Other
Frameworks:
Scikit-learn
•
Keras
•
PyTorch
•
Panda
APIs:
Other
Tools:
Jupyter Notebook
•
TensorFlow
•
Excel
•
Colab
My Portfolio
FAQ
Do I need to contact you before placing an order?
👉 Yes, please message me before placing an order. Every project is different, and I want to fully understand your requirements, dataset, and goals to deliver the best possible results. 📩 Send me a message now to discuss your project.
What type of NLP tasks can you handle?
I specialize in: ✔ Sentiment Analysis ✔ Emotion Detection ✔ Text Classification ✔ Depression Detection (advanced level) ✔ Custom NLP solutions using BERT 📩 Not sure if your project fits? Message me and I’ll guide you.
What technologies do you use?
I use: Python BERT (Hugging Face Transformers) PyTorch / TensorFlow Advanced NLP techniques 📩 Need a specific framework? Contact me before ordering.
What do I need to provide?
You should provide: Dataset (CSV, Excel, or text format) Problem description Expected output 👉 If you don’t have a dataset, I can help guide you. 📩 Message me to get started.
What accuracy can I expect?
Accuracy depends on your dataset quality and problem type. However, I have achieved up to 92% accuracy on real-world datasets using optimized BERT models. 📩 Let’s discuss your data to estimate expected performance.
Will I get source code and explanation?
👉 Yes, absolutely. You will receive: ✔ Clean, well-structured code ✔ Model files ✔ Explanation/documentation 📩 Message me if you need additional guidance or walkthrough.
Do you handle large or complex datasets?
👉 Yes, I can handle large-scale and complex NLP projects. For such cases, please contact me first so I can suggest the best approach and timeline. 📩 Send me a message to discuss your requirements.
Can you do urgent or fast delivery?
👉 Yes, fast delivery is available as an extra. 📩 Message me before ordering to confirm availability.
Do you offer custom or research-based solutions?
👉 Yes, I specialize in advanced and research-level projects, including depression detection and social media analysis. 📩 Let’s discuss your idea and build something powerful.

