Soban Al Haque

Enthusiastic and detail-oriented Engineer with hands-on experience in developing and maintaining scalable cloud solutions. Proficient in utilizing a wide range of AWS services, including S3, Lambda, and CloudFormation, to optimize performance and cost-efficiency. Adept in Python programming for automation and data processing. Strong analytical and problem-solving skills with a solid foundation in statistical analysis and computing. Committed to continuous learning and innovation, looking forward to contributing to cutting-edge cloud projects and furthering my career in the field of cloud computing and technology.

Vehicle Tracking and Speed Estimation from Traffic Videos

• A model to track the moving vehicle and estimate its speed using a single day light camera.
• In-depth use of Python as programming language and used OpenCV and Haar cascade for object detection.
• It can be integrated with the existing traffic system and can also be used for Automatic Number Plate Detection.Startup Unicorn Prediction Using Advanced Machine Learning Algorithms
• The aim of this research was to develop a method to predict the probability of success of early-stage startups.
• Made use of various machine learning algorithms: Decision tree algorithm, SVM & Random Forest Algorithm and Gradient Boosting Algorithm.
• Analyzed the results through graph to make predictions.

Published Paper In The International Journal of Algebraic Statistics:

• My paper titled Expert Machine Learning Algorithms to Predict Start-Up Unicorns was pulish in Vol. 13 No.3(2022)

Technical And Leadership Development Program, 02/2021-07/2021:

• 16-week program (selected from a large
  cohort of engineering students across
  universities in India) conducted virtually by a
  global panel of senior experts from technology
  sector, tenured professors from world-class
  universities, and business leaders.
• Coursework included technical skill building
  (e.g., programming, technical projects, data
  science & analytics) and leadership skill
  building (e.g., problem-solving, leadership
  behaviours, effective communication,
  presentation skills, industry networking).

• Entrepreneurship Cell: Headed the HR Team of the Entrepreneurship Cell of Lords Institute of Engineering and Technology
• NCSC (National Children Science Congress): Certified at National Level by KVS IITB Pawai for research project on Affects of Changing Weather and Seasons.
• Sports- Cricket: Represented school and college teams at various levels.
• Organized several Technical Fests for the years (2018-2022) and conducted a number of events and workshops on behalf of department of Computer Science.
• Participated in Robotics, Cyber Security and Data Science workshops throughout bachelors.