Manisha Karim

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1. Bachelor of Science (B.Sc.)

School Rajshahi University of Engineering Technology (RUET)
Subject Electronics and Telecommunication Engineering
GPA 3.08/4.00
Thesis Title Dimensionality Reduction of a High-Dimensional Imbalanced Data for Credit Risk Assessment using Machine Learning
Thesis Supervisor Dr. Mst. Fateha Samad

2. Higher Secondary School Certificate (HSC)

School Motijheel Ideal School and College, Dhaka, Bangladesh
Concentration Science
GPA 5.00/5.00

3. Secondary School Certificate (SSC)

School Birshreshtha Noor Mohammad Public College, Dhaka, Bangladesh
Concentration Science
GPA 5.00/5.00

Courses Taken

Below are some of the key courses I took with great zeal during my undergraduate at Rajshahi University of Engineering Technology (RUET), Bangladesh

Computer Science/Data Science

  • ETE 4225 - Digital Image Processing
  • ETE 4113 - Data Communications & Computer Networks
  • ETE 3211 - Information Theory
  • ETE 3213 - Digital Signal Processing
  • ETE 3111 - Random Signal Processing
  • CSE 2153 - Data Structure & Algorithms
  • ETE 2113 - Signal & Systems
  • CSE 1153 - Computer Fundamentals & Programming

Electronics and Telecommunication

  • ETE 4217 - Sattelite Communication & Radar
  • ETE 4215 - Telecommunication Engineering
  • ETE 4115 - Wireless & Mobile Communications
  • ETE 4111 - VLSI Design
  • EEE 3253 - Microporcessor & Interfacing
  • ETE 3217 - Antennas & Propagations
  • ETE 3215 - Digital Communications
  • EEE 3153 - Control Systems
  • ETE 2213 - Communications Theory
  • EEE 2253- Industrial Electronics
  • ETE 2111, 2211 - Analog Electronics
  • ETE 1213 - Digital Electronics
  • EEE 1153 - Electrical Circuit Theory

Mathematics

  • ETE 3115 - Numerical Methods in Engineering
  • MATHS 2115 - Transform Techniques & Partial Differential Equations
  • MATHS 2215 - Complex Variables & Statistical Analysis
  • MATHS 1215 - Linear Algebra & Three Dimensional Geometry
  • MATHS 1115 - Calculus & Differential Equations

Others

  • HUM 2115 - Financial Accounts & Economic Analysis

Research Experiences

I pursued one-year undergraduate thesis on feature selection engineering for the prediction of loan default in a high-dimensional peer-to-peer lending system.

Furthermore, as a Junior Data Analyst at Apon-Wellbeing, a Fair trade retail chain, I collaborated directly with the operations and supply chain teams, assisting them with product analysis, customer purchasing behavior, and used causal inference to forecast the effects of an offer.

Apart from that, I worked on several course projects and independent projects to hone my data analytics and machine learning skills.

Details of my work are given below.

Publications

Conferences

  • International Conference on Electrical, Computer & Telecommunication Engineering (ICECTE), Rajshahi, Bangladesh, 2022