Hi, I am
Abdul Rehman
Abdul Rehman
I am a
Full Stack Data Scientist|
With 3 years of experience as a Data Scientist, I specialize in Computer Vision, NLP, Deep Learning & Machine learning for impactful problem-solving. Concurrently, I offer AI services on prominent freelancing platforms, contributing to diverse projects and delivering innovative solutions. My track record showcases a commitment to excellence and a passion for driving transformative results through data science and AI applications.
Resume 
Skills
Here are some of my skills on which I have been working on for the past 3.5 years.
Computer Vision
Face Recognition
Image Processing
Classification
Image Segmentation
Object Detection & Tracking
Optical Character RecognitionNatural Langugae Processing
LLM
Dialect Classification
Text Classification
Topic Modelling
Text Summarization
NER
Sentiment AnalysisAPI/Model Deployment
Python
Heroku
Lenode
Flask
AWS
AzureOthers
Regression
Web Scraping
GitHub
Docker
Netlify
VS CodeExperience
My work experience as a software engineer and working on different companies and projects.
Fullstack Data ScientistINeuronFeb 2021 - Feb 2022 | 1 yearHands on experience with machine learning models, LLM's, Transformers Models, API Creation, Finetuning Models, Model DeploymentSkills:• Python• Machine Learning• Deep Learning• Data Visualization• NLP• Model Deployment• API Creation• Database• Numpy• Scikit-learn• Transfer Learning• Tensorflow• Pytorch• Matplotlib
Junior Data Scientist | Software HouseML1Oct 2021 - Feb 2023 | 1 year 5 monthsWorking on Computer Vision Domain applications i.e. KYC Applications, OCR SoftwaresSkills:• Computer Vision• Python• OCR• Face Recognition• Object Detection & Tracking• Image Classification• Image Segmentation
Certification: View Details
Data Scientist | FreelancerFiverr.comFeb 2020 - PresentOffering services as Machine Learning Engineer, API Creation & Deployment, Database Designs & Queries, Desktop Application using PyQt5 & Tkinter, Tutoring python & DataScience, Web ScrapingSkills:• Data Science• Machine Learning• Python• Web Scraping• PyQT5 Designs & Aplication Developement• API Deployment
Certification: View Details
Software Engineer | FreelancerFreelancer.comJan 2020 - Apr 2022 | 2 years 3 monthsAs a Sofwtare Engineer I offered services in different langauges i.e. java, c#, python, database programmingSkills:• Java• SQL• Database Programming• Python• Web Scraping• C#• WPF• MySQL
Certification: View Details
Odoo Developer | Software HouseMedioid ConsutlingAug 2021 - Oct 2021 | 3 monthsWorking on ERP systems, Development & Maintainence of ERP systemsSkills:• Odoo• Python• Xml• JavaScript• HTML• CSS• Database
Python Crash CourseUdemy.comMarch 2021 - May 2021 | 3 monthsLearn Python, Contribute to different open-source projects and learn from industry expertsSkills:• Python• Database• Flask
Certification: View Details- MySQL Database CourseUdemy.comMarch 2021 - May 2021 | 3 monthsLearn Database Concepts, Normalization of Database, CURD operations, Complex Queries Formation with respect to business usecaseSkills:• MYSQL• Database Normalization• Databse Design• ERD• Logical Schema
Certification: View Details
Projects
I have worked on a wide range of projects. From web apps to android apps. Here are some of my projects.
All
API/Model Deployment
Natural Language Processing
Computer Vision
Flask APIHerokuLinuxGithubPostman
ADI (API)
Jun 2022 - Jul 2022
This projects include deploying Arabic dialect classifier model to Heroku for API purposes
Flask APIAWSLinuxAPI DeploymentPostman
StocksAlert (API)
Jun 2022 - Jul 2022
StocksAlerts is a Python API, that takes all the NASDAQ market stocks and filter out the 10 potential stocks based on the Artificial Intelligence Analysis that have potential to give some percent of profit once the market opens!
PythonKerasTensorFlowUNETDeep LearningComputer Vision
Crack Detection & Segmentation
Sep 2023 - Dec 2023
This project is all about the detection of cracks inside an image and also tell us the measurements of that cracks along with the angle.
PythonKerasTensorFlowUNETDeep LearningComputer Vision
Brain Tumor Detection
Jan 2023 - Mar 2023
Preprocessed and augmented the dataset to improve model accuracy, trained the model, created API using model and Python, and used React web app for the project's front end. Achievements: Achieved an accuracy of 99.2% to accurately detect brain tumors from medical images.
OpenPoseTensorFlowPose EstimationDeep LearningComputer Vision
Angles Detection Using Pose Estimation
Mar 2023 - May 2023
In this innovative project, I leverage the power of computer vision to precisely measure the angles of the elbow joints in human arms. The foundation of our solution lies in the integration of the OpenPose model, a cutting-edge technology capable of accurately detecting and tracking key body joints from images or video streams.
TensorFlowImage ProcessingTesseract OCRObject DetectionComputer VisionPyQT5OpenCV
Quick Cricket
Jan 2020 - Jun 2020
Extracting Highlights from Cricket Video is big and hectic task for the editors because they have to manually crop the important events and combine them to make a summarized video out of it . My task is to present one solution that best solve this problem using Machine Learning and Computer Vision Techniques.
DjangoBERTSpeech DetectionNLPDeep LearningWord2vec
Hateful Speech Detection Using BERT
Jul 2022 - Sep 2022
This project aims to create an AI-powered application capable of detecting hate speech and offensive language within textual content. Leveraging the Jigsaw dataset, this endeavor involves training and fine-tuning a BERT (Bidirectional Encoder Representations from Transformers) model, coupled with custom layers to enhance its accuracy and sensitivity in identifying hate speech.
DjangoREOBERTaSentiment Analysisword2vecDeep Learning
Emotion Sentiment Analysis Using REOBERTa
Feb 2022 - Jun 2022
This project focuses on building a robust Sentiment Analysis system capable of classifying text into one of 28 different emotion classes. Leveraging the Emotion Go dataset, the goal is to train a model that accurately captures and categorizes various emotions expressed within textual content.
NLPDeep LearningArabicWord2vecWord EmbeddingAndroid App
Arabic Dialect Identification
Dec 2021 - Feb 2022
Developed an AI-based application for accurately identifying five distinct Arabic dialects (𝐄𝐠𝐲𝐩𝐭𝐢𝐚𝐧, 𝐋𝐞𝐯𝐚𝐧𝐭𝐢𝐧𝐞, 𝐆𝐮𝐥𝐟, 𝐍𝐨𝐫𝐭𝐡 𝐀𝐦𝐞𝐫𝐢𝐜𝐚𝐧, 𝐚𝐧𝐝 𝐌𝐨𝐝𝐞𝐫𝐧 𝐒𝐭𝐚𝐧𝐝𝐚𝐫𝐝 𝐀𝐫𝐚𝐛𝐢𝐜) using cutting-edge techniques in Natural Language Processing (NLP) and fine-tuned models
PythonComputer VisionTensorFlowYOLOObject DetectionObject Tracking
Person Detection & Tracking
Jun 2023 - Aug 2023
In this project, we aim to develop a robust system for person detection, tracking, and counting using state-of-the-art computer vision algorithms. Leveraging the power of YOLO (You Only Look Once) for accurate object detection and DeepSORT (Deep Simple Online and Realtime Tracking) for person tracking, our system will analyze video footage to identify and monitor individuals throughout the sequence.
Education
My education has been a journey of self-discovery and growth. My educational details are as follows.
COMSATS University IslamabadBachelor's in Software EngineeringSep 2017 - Apr 2021Grade: 3.80 / 4.00 CGPATranscript: View Details
Fazaia Degree College MRF Colony KamraFSC(XII), Pre-EngineeringSep 2014 - Jun 2016Grade: 71%Transcript: View Details- Fazaia Degree College MRF Colony KamraMetric(X), Science with ComputerSep 2012 - Jun 2014Grade: 80%Transcript: View Details
Contact
Feel free to reach out to me for any questions or opportunities!