Summary
Overview
Work history
Education
Skills
Accomplishments
Interests
Publications
Certification
Languages
Work availability
Timeline
Subtain Malik

Subtain Malik

Islamabad

Summary

Experienced in research and development, I excel in creating scalable software solutions using computer vision and machine learning. Proficient in various programming languages and frameworks, my approach combines thorough analysis with collaborative project management to drive successful, innovative outcomes.

Overview

6
6
years of professional experience
5
5
Certification

Work history

Senior Machine Learning Engineer

DARVIS
Islamabad
12.2021 - Current
  • Developed an AI Model store for dynamic loading, unloading, and performing request-based inferences on various models including image matching and scene recognition.
  • Engineered a comprehensive micro-service integrating diverse camera types (Static, PTZ, Paired-PTZ) for QR Code Detection, leveraging Multi-Processing and Multi-Threading techniques.
  • Designed and executed an in-house auto-annotation system utilizing the Triton Inference Server, enabling the use of models from different AI libraries.
  • Created an automated training framework using Python, FastApi, and Socket.io, enhancing the efficiency of model training and TensorRT conversion processes.
  • Implemented a GStreamer-based object redaction plugin for DeepStream applications, achieving a 50% increase in FPS.
  • Enhanced an action recognition model by optimizing and deploying a cutting-edge Pose Estimation model.
  • Build a 3D Convolutional Neural Network-based solution for rib-fracture detection and classification, aiding medical diagnostics.
  • Developed a real-time face recognition system for employee attendance, complemented by a face data collection tool.

Machine Learning Engineer

CENTAIC, PAF
Islamabad
12.2020 - 12.2021
  • Developed end-to-end small object detection system in Satellitery and Aerial Imagery.
  • Confidential

Machine Learning Engineer

Image Analysis Lab, NUST
Islamabad
06.2019 - 12.2023
  • Conducted research and successfully integrated satellite imagery analysis algorithms for object and change detection, utilizing YOLOv5/YOLT and Solaris APIs.
  • Executed data analysis to convert object detection data into actionable insights, employing FastAPI for the development of an admin dashboard.
  • Developed and launched a computer vision-based solution for identifying common skin diseases, with deployment on AWS SageMaker.
  • Engineered the entire backend infrastructure for a doctor-patient management system, utilizing PostgresSQL as the database.

Software Engineer

Encoder Solutions
06.2018 - 06.2019
  • Collaborated with team members to create applications' system analysis based on client requirements.
  • Improved SaaS infrastructure and developed high-quality CMS products.
  • Collaborated with customers to identify and resolve issues.

Education

M.S - TECHNOLOGY, Computational Sciences and Engineering

National University of Sciences and Technology, Islamabad
/2018 - /2020

CGPA: 4.0/4.0

B.S - Computer Sciences

UNIVERSITY OF GUJRAT
/2014 - /2018

GPA: 3.59/4.0

Skills

Programming Languages

  • Python
  • C/C
  • Javascript
  • HTML/CSS

Machine Learning

  • Scikit-Learn
  • Tensorflow / Keras
  • PyTorch
  • Amazon AWS
  • Triton Inference Server
  • ONNX
  • TensorRT
  • OpenVINO

Computer Vision

  • OpenCV
  • FFMPEG
  • GStreamer
  • DeepStream
  • Medi-
  • APipe
  • DLStreamer

Software Development

  • FastAPI
  • Django
  • Flask
  • MongoDB
  • PostgreSQL
  • Asynchronous Programming

Accomplishments

  • 2022 President’s GOLD Medal | NUST
  • 2019 ICT Endowment Fund | NUST

Interests

  • Tech Blogs Reading
  • Self Improvement
  • Scifi Movies

Publications

• Malik, S., Saeed, M.T., Zia, M.J., et al. Reimagining Application User Interface (UI) Design using Deep Learning Methods: Challenges and Opportunities. arXiv:2303.13055 [cs.HC]

Certification

  • TensorFlow Certified Developer | Google
  • Mathematics for Machine Learning
  • AI for Medicine
  • Google IT Automation with Python
  • Advance PyTorch Techniques

Languages

English
Advanced

Work availability

Monday
Tuesday
Wednesday
Thursday
Friday
Saturday
Sunday
morning
afternoon
evening
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Timeline

Senior Machine Learning Engineer - DARVIS
12.2021 - Current
Machine Learning Engineer - CENTAIC, PAF
12.2020 - 12.2021
Machine Learning Engineer - Image Analysis Lab, NUST
06.2019 - 12.2023
Software Engineer - Encoder Solutions
06.2018 - 06.2019
National University of Sciences and Technology - M.S, TECHNOLOGY, Computational Sciences and Engineering
/2018 - /2020
UNIVERSITY OF GUJRAT - B.S, Computer Sciences
/2014 - /2018

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Subtain Malik