Verified Expert in Engineering
Machine Learning Developer
Nabeel has more than three years of expertise in machine learning, deep learning, and computer vision. He has a master's degree in data science, and his areas of expertise include computer vision, speech processing, and natural language processing (NLP). Nabeel has developed several projects for training and assessing machine learning models. His programming language experience includes PyTorch, Keras, OpenCV, Flask, and many more Python libraries.
Python 3, PyTorch, OpenCV, Ubuntu, Scikit-learn, Azure ML Studio, Pandas, Haystack, NumPy, Keras, Python
The most amazing...
...thing I've done is publish a paper titled "k-Sparse Extreme Learning Machine" in a machine learning journal.
Facial Recognition and Web Developer
Stadium USA LLC DBA South Reno Athletic Club
- Developed a website that uses image processing and facial recognition using Python and Amazon Rekognition.
- Created FastAPIs to perform various website functions.
- Developed a dashboard to monitor the performance of the overall system.
Machine Learning Engineer
Global Tech Company
- Fine-tuned language models using DeepSpeed and Accelerate.
- Created a machine learning pipeline to train and validate LLMs.
- Performed text cleaning and other preprocessing techniques to improve performance.
Global Sales Automation Company
- Improved the accuracy by fine-tuning the existing human versus IVR classifier.
- Integrated Speech-to-text (STT) in the company's tech stack.
- Compared different speech models in terms of accuracy and time complexity.
Machine Learning Engineer
Online Freelance Agency
- Ranked among the top AI and data science freelancers.
- Completed 20 projects in AI that involved image processing and training custom models, as well as fine-tuning models related to machine learning and deep learning.
- Worked on long-term contracts that included training and deploying efficient machine learning models.
Lahore University of Management Sciences
- Published a paper in a machine learning journal titled "k-Sparse Extreme Learning Machine."
- Created a set of Python notebooks for an introductory course in machine learning.
- Fine-tuned a machine learning model for the diagnosis of osteoarthritis.
- Performed data analysis and compiled reports on a ride-sharing platform dataset.
- Created a model that predicts price surges in the ride-sharing platform.
- Tested the company's custom automated machine learning software that creates multiple machine learning models on structured datasets.
- Compiled reports about the working of packaging machines.
- Designed a machine that fetches plastic caps from a container.
- Used Arduino to move a robotic arm and fetch plastic caps.
COVID-19 Sentiment Analysis on AWShttps://github.com/Nabeel965/covid_sentiment_analysis
Dataset of Handwritten Wordshttps://www.kaggle.com/nabeel965/handwritten-words-dataset
Analyzing the Performance of Cricket Players
Voice Digits Recognition API
The Russian Language Speech-to-text Model
Optical Character Recognition (OCR)https://github.com/Nabeel965/OCR-Python
Face Recognition Attendance System
Kitchen Utensils Detection Using Raspberry Pihttps://github.com/Nabeel965/kitchen_utensils_detection
Eye Segmentation and Color Detectionhttps://github.com/Nabeel965/Eye_color_detection/
Signature Extraction and Recognition
Optimizing Pickup and Delivery Points in a Ride-sharing Platform
Stable Diffusion Fine-tuning and Optimization
API Creation for Virtual Try-On Models
PyTorch, Scikit-learn, NumPy, OpenCV, Pandas, Keras, Matplotlib, TensorFlow, Accelerometers, SciPy, Amazon Rekognition, PyTorch Lightning, React
Azure ML Studio, TensorBoard, Jupyter, MATLAB, Azure Machine Learning, Haystack
Data Science, ETL
Jupyter Notebook, Ubuntu, Amazon Web Services (AWS), Raspberry Pi, Google Cloud Platform (GCP)
Machine Learning, Computer Vision, Computer Vision Algorithms, Deep Learning, Speech Analytics, Neural Networks, Voice Recognition, Artificial Intelligence (AI), Algorithms, Deep Neural Networks, Image Recognition, OCR, Fine-tuning, Image Processing, Time Series, APIs, Object Detection, Object Tracking, 3D, Data Collection, Multiprocessing, OSMnx, Arduino IDE, Natural Language Processing (NLP), NVIDIA NeMo, ASR, Audio, Librosa, Open Neural Network Exchange (ONNX), Speech to Text, Vertex AI, Google Colaboratory (Colab), JupyterLab, Speech Recognition, Facial Recognition, Web Development, Vertex, Text to Image, Image Generation, Generative Adversarial Networks (GANs), Optimization, Hugging Face, ChatGPT, Stable Diffusion, DeepSpeed, Language Models, Bittensor, ControlNet, GPT, Generative Pre-trained Transformers (GPT), Word Embedding, Causal Inference
Master's Degree in Data Science
Information Technology University (ITU) - Lahore, Pakistan
Bachelor's Degree in Electrical Engineering
University of Engineering and Technology (UET) Lahore - Lahore, Pakistan
Machine Learning Bootcamp
Evolve Machine Learners