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SUMMARY

  • Highly organized and efficient professional with strong experience in Machine Learning Algorithm, Data Analysis, Deep Neural Network, Image and Signal processing, Computer vision tasks, Pattern Recognition.
  • Enthusiastically passionate about cutting-edge technology and solving real-world problems.
  • 2+ years experience in algorithm development with Deep Neural Network.
  • Valid Ontario Drivers License holder.

EDUCATION

Master of Applied Science

2017 2019
Ryerson University

Major: Electrical & Computer Engineering

Bachelor of Science (Engineering)

20062010
Chittagong University of Engineering and Technology

Major: Electrical & Electronic Engineering

PROJECTS

  • Publication in ICMERE on Installation of Micro-Hydro Power Plant
  • Paper published in International Conference on Image Processing (ICIP) - 2019  (https://ieeexplore.ieee.org/document/8803300)
  • Multi-Scale face detection with SVM and HOG features
  • RANSAC-based image stitching for panorama application
  • Image seam carving with greedy algorithm 
  • Edge detection with classic VGG, ResNet, DenseNet in comparison to canny edge  

  • Keras and Tensorflow implementation of some latest famous architecture - DRRN, Memnet, Degree Net, RDN, EDSR etc.

EMPLOYMENT HISTORY

Graduate Research Assistant (Signal & Information Processing Laboratory)

Sept 2017Present
Ryerson University
  • Research and develop state-of-art methods in the field of Computer Vision, Machine Learning (ML) and Deep Learning (DL)
  • Design ML models in the area of Image Restoration to outperform the state-of-art methods
  • Develop Deep Neural Network framework in the area of Image Super Resolution
  • Experience with data analysis for prepossessing/augmenting training data, resulting in utilization of the loss function
  • Expand and originate various optimization algorithm compatible to GPU parallel computing

Co-Founder

Jan 2016Present
BRC Enterprise

Sole distributor of Olympic Cement Ltd. for 3 districts and distributor of famous Crystal Brand LED & electronic parts

  • Identified and explored new markets and tapped profitable business opportunities of $0.1M per year value exceeding targets by 10%
  • Enhanced market penetration and achieved business growth by developing and managing a network of 30 retailers/sub-dealers
  • Utilized SQL to analyze sales data and provided information in budget planning, competitor strategies, selling prices, products sales, promotions, marketing and coordination of promotional events or campaigns

Area Sales & Services Officer/Customer Relations Officer

Jun 2012Dec 2015
Linde Group

World leading supplier of industrial, process and special gases and one of the most profitable engineering companies

  • Assigned to analyse daily sales data and forecast sales prediction with stock management. Also generated quarterly profit data for Marketing and Sales Team with SAP and spreadsheet software Excel.
  • Assisted in performing administrative jobs by preparing monthly tax reports, monitoring daily safety checklist and tracking petty-cash for sales center management
  • Designated to oversee 3 expanded healthcare projects, entirely new as scheme at country level, Medical Gas Pipeline System (MGPS), Central Sterile Service Department (CSSD), and UNICEF project which supported to earn $2M profit anually
  • Accomplished 10 Civil & Electrical design of CSSD through Auto Cad software in a year
  • Performed 500+ equipment installations including commissioning, staff training and servicing

Sales Engineer

Mar 2011May 2012
Cross-World Power Limited

Providers of state of the art diesel generator, substation, and power solution with excellent service and maintenance support, in charge of 5,000+ small to large projects 

  • Engaged in Sales & Servicing of Diesel Engine Generators and survey Sales data to implement the '4P' of marketing
  • Achieved sales target of $1M annually while also accountable for new business development and performance of all sales activities related to products in assigned market
  • Identified and explored new markets and tapped profitable business opportunities of $0.1M per year value exceeding targets by 10%

ACHIEVEMENTS

  • Granted 'Ryerson Graduate Fellowship' (worth of $16K total) back to back in 2017 and 2018 for distinctive academic result 
  • Achieved 'Bangladesh Education Board Scholarship' for 4 years for good undergraduate performance amounting $5K
  • Received two awards in the 1st year of career for successfully meeting sales targets
  • Awarded for saving 4 persons from potential fatality while serving company duty
  • Entirely concluded 10 engineering projects including product installation, commissioning, testing and staff training