Muhummad Jawad Afzal Rana

Academic

Career

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Muhummad Jawad Afzal Rana
+92-334-9357531, afzaljawad297@gmail.com
O-9 Islamabad, Pakistan
LinkedIn: https://www.linkedin.com/in/jawad-afzal-b0ab84197
Github: https://github.com/jawad7860
Education
FAST - National University of Computer and Emerging Sciences, Islamabad.
Bachelor of Science (Artificial Intelligence)
Major: Machine Learning, Deep Learning, Natural Language Processing, Computer Vision, MLOps, Applied Evolutionary Computing and Knowledge Graphs.
2023
Benchmark School System, Rawalpindi
A Levels (Physics, Chemistry, Mathematics)
2019
OPF Boys College, Islamabad
O Levels (Physics, Chemistry, Mathematics)
2017
Projects
Final Project: DeepFarm (Agricultural Information & Insights) [Python, Pytorch, Flask, HTML, CSS, JS, Google Collab, OpenCV]
Deepfarm, a web application based on modern AI techniques such as deep neural networks and machine learning models (Unet) using open-source satellite imagery (Sentinel 2) to assist the agricultural sector. Deepfarm aims to provide agricultural insights and field level statistics such as crop identification, crop segmentation and crop yield estimation.
Semester Projects:
Face Mask Detection [OpenCV, TensorFlow, Python] :
face mask detector with OpenCV, Keras/TensorFlow, and Deep Learning
PointNet 3D Image Classification [PyTorch] :
Implementation of Point-Net architecture with 3D point cloud data classification pipeline.
SPARQL endpoint for Supplements dataset [Protege, rdfllib, Python, GraphDB] :
Ontology design and knowledge graph developed for structured but unlinked supplements data
Machine Learning for audio data[Python]:
Implementing complete pipeline to train models on audio data
Urdu Poetry Generation[Python,NLTK,Spacy]:
Poe try generation through language models
Transfer Learning & Fine Tuning ASR model [PyTorch, Huggingface]:
fine tuning Wav2Vec model using huggingface transformers and Mozilla Urdu speech data.
Gym Management System[Php,HTML,CSS,SQL]:
Design and implemented system required for functioning of gym
Work Experience
Knowledge Engineer, IKINEX, Islamabad
Design large scale ontologies in protege; Populating Ontologies using Python; Querying and developing SPARQL endpoint in GraphDB; Implementing pipeline for Graph Neural Network
May 2022 - July 2022
Skills & Tools
Professional Skills Communication, Problem-solving, Time Management, Adaptability, Leadership, Continuous Learning
Technical Skills Python,C/C++,Tensorflow,Pytorch,Numpy,OpenCV,Pandas,Solidity,GO,Flask,PHP/HTML/CSS,Mlflow,Jenkins,Docker,Latex,Selenium,SciKit Learn,OpenCV,Gym,Django,Protege,Shell,GraphDB,Cisco Packet
Achievements
Awarded with Scholarships at college level. (Alevels)
Trainings / Certification
Programming for Everybody (Coursera)
Activities
Member of AI developers' community under AI and DS society (ADSoc, FAST)
Participated in chat-bot competition 'BotBaazi' under ADSoc in NaSCon'22 and AI competition in Softec '22
Conducted University Seminar on Professional Practices.
Interests: Technology and innovation, Reading, Sports and physical activities

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