Abdul rehman A.

Abdul rehman A.

Machine Learning Engineer | Experience: 6 yrs | Technical Skills:TensorFlow, Pytorch, ELK, NoSQL ...

Lahore , Pakistan

Experience: 5 Years

Abdul rehman

Lahore , Pakistan

Machine Learning Engineer | Experience: 6 yrs | Technical Skills:TensorFlow, Pytorch, ELK, NoSQL ...

80000 USD / Year

  • Notice Period: Days

5 Years

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About Me

Hi,

My name is Abdulrehman and i have 5 year professional journey in the field of Machine Learning and Deep Learning. Uptill now I have worked for 3 companies namely KICS,UET (R&D organization), SlashNext Inc (cyber security company) and X...

During my work experience at SlashNext and KICS, I had an extensive range of responsibilities including selecting features, optimizing classifiers, mining data using ELK, processing data, and doing ad-hoc analyses. As a ML Engineer, I was required to have excellent communication skills, understanding of algorithms, excellence in the Python, proficiency in visualizations, knowledge of SQL, and excellence in applied machine learning. During my 2 and half year's tenure at KICS (R&D Organization), I gained exceptional machine learning and deep learning skills. I began with a bachelor's degree in computer Engineering from NUST. I followed this with a master's degree in Computer Sciences. I attribute my success as a ML Engineer in large part to this extensive and in-depth education. I believe my personality has also played a major role in my ability to succeed in this career. I am an extremely analytical, data-oriented, and calculated. Even in my personal life I like to look at the data before making a decision. I like to analyze outcomes.

Currently I am working alongside IOT engineers and industrial designers for the Industrial 4.0 products at Xavor. My responsibilities include development, testing and deployment of AI models. My interests lies in AI work where the company is embracing usage of new technologies and not stuck with old tech stacks. I have strong belief in Improvise, Adapt, Overcome strategy in solving technical challenges.

Looking forward to work with great clients and people who are part of the AI change in various business problems.

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Portfolio Projects

Description

Devising Deep learning method for the classification of garbage.

I am main developer driving the whole AI ecosystem from development till deployment

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Description

The requirement of the project was that all the phishing data having millions of records is to be managed, easily queried with certain tags and downloaded with ease over the cloud space. I was the main developer of the project. I carried out following steps in developing the solution using ELK stack :

1- Acquire Test VM for setting up the ELK stack
2- Configuring the ELK stack to the Test VM and test upload sample data
3- Setting the pipeline for uploading the original data
4- Coding of the data uploading, downloading and updating python scripts
5- Run different queries for testing query turnaround time, query failures (if any), batch downloading speed+time and storage estimation
6- Acquiring the production grade VMs and set up the cluster
7- Replicating the system with single VM or cluster (depends upon the requirement)
8- Run queries and run tests for the total operations

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Description

This system contained 3D convolution deep learning model trained for IP cams ofUET. They had normal classes as well as suspicious ones like gun pointing andfighting. I was leading the project with two resources. We did following steps for the development of project:

  1. Data Collection and Preparation
  2. Data Annotation
  3. Data Preprocessing and Augmentation
  4. Model Defination
  5. Model training
  6. Model Testing
  7. Model Deployment

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