Nabeel Raza
Verified Expert in Engineering
Machine Learning Developer
Nabeel is a senior machine learning engineer with more than five years of expertise in AI/ML, deep learning, and natural language processing. He has a master's degree in data science, and his areas of expertise include computer vision, speech processing, and NLP. Nabeel has developed several projects to integrate ML models into applications. His programming language experience includes FastAPI, Flask, PyTorch, Keras, OpenCV, MongoDB, and many more libraries.
Portfolio
Experience
Availability
Preferred Environment
Python 3, PyTorch, OpenCV, Scikit-learn, Pandas, Keras, Python, FastAPI, MongoDB, Cloud Firestore
The most amazing...
...thing I've done is publish a paper titled "k-Sparse Extreme Learning Machine" in a machine learning journal.
Work Experience
Senior ML Back-end Developer
Ramped
- Led a team of eight developers and created a job-searching platform from scratch.
- Developed a data pipeline to store and manage users' data in MongoDB and Firestore.
- Integrated ML models in the platforms and created endpoints.
ML Engineer
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 overall performance of the 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.
Data Scientist | ML Engineer
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.
Research Associate
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.
Data Scientist | ML Engineer
FiveRivers Technologies
- 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.
Intern
Packages
- 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.
Experience
COVID-19 Sentiment Analysis on AWS
https://github.com/Nabeel965/covid_sentiment_analysisDataset of Handwritten Words
https://www.kaggle.com/nabeel965/handwritten-words-datasetAnalyzing 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-PythonFace Recognition Attendance System
Kitchen Utensils Detection Using Raspberry Pi
https://github.com/Nabeel965/kitchen_utensils_detectionEye Segmentation and Color Detection
https://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
Skills
Languages
Python, Python 3, Verilog, JavaScript
Libraries/APIs
PyTorch, Scikit-learn, NumPy, OpenCV, Pandas, Keras, Matplotlib, TensorFlow, Accelerometers, SciPy, Amazon Rekognition, PyTorch Lightning, React, Stripe API
Tools
Azure ML Studio, TensorBoard, Jupyter, MATLAB, Azure Machine Learning, Haystack
Paradigms
Data Science, ETL, Testing, Test-driven Development (TDD)
Platforms
Jupyter Notebook, Ubuntu, Amazon Web Services (AWS), Raspberry Pi, Vertex AI, Google Cloud Platform (GCP), Firebase
Other
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, Generative AI, 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, 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, Praat, Security, Ray.io, FastAPI, OpenAI GPT-4 API, Large Language Models (LLMs), DALL-E, Midjourney
Frameworks
Flask, Accelerate
Storage
MongoDB, Databases, Cloud Firestore
Education
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
Certifications
AI Fellow
Pi-School
Machine Learning Bootcamp
Evolve Machine Learners
DeepLearning.AI Specialization
Coursera
Machine Learning
Coursera
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