You will get powerful AI solutions with Neural Networks, NLP & Computer Vision
Project details
I will develop AI & Deep Learning solutions tailored to your needs using Neural Networks, NLP, and Computer Vision. Whether you need text classification, sentiment analysis, fake news detection, object detection, image classification, or custom neural network models, I can deliver robust, scalable, and production-ready solutions.
My expertise includes:
-Natural Language Processing (NLP): Sentiment analysis, text classification, fake news detection, summarization, and chatbots.
-Computer Vision (CV): Image classification, object detection, medical & satellite imaging, super-resolution, and defect detection.
-Neural Networks: CNNs, RNNs, Transformers, Liquid Neural Networks (LNNs), Kolmogorov-Arnold Networks (KANs).
-Model Optimization & Deployment: Efficient training, ONNX conversion.
I ensure every model is optimized for performance, interpretability, and scalability — ready to integrate into your applications.
What sets me apart is my ability to combine cutting-edge AI research with practical deployment. While many freelancers stop at training a model, I deliver lightweight, explainable, and production-ready AI systems that truly solve business problems.
My expertise includes:
-Natural Language Processing (NLP): Sentiment analysis, text classification, fake news detection, summarization, and chatbots.
-Computer Vision (CV): Image classification, object detection, medical & satellite imaging, super-resolution, and defect detection.
-Neural Networks: CNNs, RNNs, Transformers, Liquid Neural Networks (LNNs), Kolmogorov-Arnold Networks (KANs).
-Model Optimization & Deployment: Efficient training, ONNX conversion.
I ensure every model is optimized for performance, interpretability, and scalability — ready to integrate into your applications.
What sets me apart is my ability to combine cutting-edge AI research with practical deployment. While many freelancers stop at training a model, I deliver lightweight, explainable, and production-ready AI systems that truly solve business problems.
Machine Learning Tools
BERT, ChatGPT, fastText, GPT-3, Keras, MATLAB, NLTK, NumPy, OpenCV, pandas, Python, Python Scikit-Learn, PyTorch, scikit-learn, SciPy, TensorFlow, Tesseract OCR, Word2vec, XGBoostWhat's included
| Service Tiers |
Starter
$150
|
Standard
$250
|
Advanced
$400
|
|---|---|---|---|
| Delivery Time | 3 days | 5 days | 8 days |
Number of Revisions | 2 | 4 | 7 |
Number of Model Variations | 1 | 2 | 4 |
Number of Scenarios | 2 | 3 | 5 |
Model Validation/Testing | |||
Model Documentation | - | ||
Data Source Connectivity | - | ||
Source Code |
Optional add-ons
You can add these on the next page.
Fast Delivery
+$30 - $130About Muhammad Darab
AI & Deep Learning Engineer | Computer Vision, NLP & Generative AI
Lahore, Pakistan - 3:37 am local time
✅ What I do best:
Computer Vision: Image generation (GANs, CycleGAN, Diffusion), medical & satellite image enhancement, object detection & classification.
Natural Language Processing (NLP): Text classification, fake news detection, sentiment analysis, and explainable AI (XAI) with SHAP, LIME, and attention mechanisms.
Generative AI: GANs, Diffusion Models, CycleGAN, and custom architectures for image-to-image translation and data augmentation.
Reinforcement Learning: Training agents in environments like CartPole & Reacher for decision-making and control tasks.
Lightweight & Efficient Models: Liquid Neural Networks (LNNs) and Kolmogorov-Arnold Networks (KANs) for high performance with fewer parameters.
🏆 Key Achievements:
Improved image similarity (SSIM) from 0.45 to 0.75 using enhanced CycleGAN for image defogging.
Built a fake news detection model with 82.5% accuracy using averaged word embeddings — currently optimizing for 90–95% with advanced embeddings and explainability techniques.
Deployed AI pipelines with GPU optimization, batching, and explainability for scalable performance.
Hands-on experience in ONNX model deployment, gRPC-based inference services, and Kafka streaming for real-time AI systems.
💡 Why work with me?
I specialize in delivering efficient, accurate, and explainable AI solutions without unnecessary complexity. I balance research-level innovation with real-world deployment to ensure models are both powerful and practical.
📩 Let’s collaborate to turn your AI ideas into reality — from research prototypes to production-ready systems.
Steps for completing your project
After purchasing the project, send requirements so Muhammad Darab can start the project.
Delivery time starts when Muhammad Darab receives requirements from you.
Muhammad Darab works on your project following the steps below.
Revisions may occur after the delivery date.
Dataset Extraction and Analysis
Extract the given dataset and analyse it to find trends and patterns
Data Pre-processing
Pre-process the dataset using Python libraries to get it into a format suitable for the model