My Expertise

I have been interested in problem-solving since my childhood. I’m adept at utilizing CNN and KNN algorithms to resolve complicated issues. My prior works relate to image categorization utilizing machine learning. Alongside my academic work, I also spend time on problem-solving strategies for data structure and algorithms. I am constantly looking for better ways to evaluate different ML algorithms and to unfold how models learn to work on different patterns or other structures.

Skills

Programming Language :

C, C++ (Object Oriented Programming), Java, Python, PHP, HTML / CSS.

Python Libraries :

Numpy, Pandas, Matplotlib, Tensorflow, Keras

Machine Learning and Deep Learning Methods :

SVM, CNN, KNN, RNN algorithms

Competitive Programming :

Solving strategies, Data Structure and Algorithms

Experience

 
 
 
 
 

INDUSTRY EXPERIENCE

Romoni (Intern)
Aug 2022 - Present
  • Identifying relevant data sources, collecting structured and unstructured data, sourcing missing data, building machine learning algorithms, and enhancing the data collection process.
  • Processing, cleansing & verifying data, preparing reports for executive and project teams, Create visualisations of data.
 
 
 
 
 

Research Assistant

Bangladesh University, Dhaka

JAN 2022 – DEC 2022
  • Worked on a project on the application of artificial machine learning to detect diabetes from patients medical datasets.
  • Learned and applied different machine-learning algorithms such as support vector machine, KNN, decision tree, naive Bayes, logistic regression, gradient boosting, random forest, etc.

Research

Undergraduate Thesis

Synopsis: This research adopts a combination of distributed database systems, machine learning, and the Internet of Things (IoT) to control the patient's data, detect diabetes based on the dataset and then dispatch the results. The paper explores monitoring patients' data and controlling them securely under a distributed database module. Multiple machine learning algorithms such as Naive bias, support vector machine, and Logistic regression have been applied for comparative analysis. Furthermore, the proposed system will transmit the spotted information to the IoT cloud for real-time data monitoring, and patients will obtain a result with the help of an alarm or notification on their intelligent devices.

Projects

Web Programming Project

Project Name: Pizza Bhai

Web Programming Language used: PhP, JavaScript, HTML, CSS; Database: MySQL

More About Me

I also like to lead an active life off the screen. I have won several athletic awards in middle school and high school. I was the school champion in the 100-meter sprint in 2011 and 2013. I continued the same success in the high jump in 2013 and the long jump in 2014. I also participated in indoor games and won the championship in carrom in 2013 and 2014.
As a lifelong learner, I have always liked to participate in cultural competitions. I found my penchant for recitation and was the school champion in 2013 and 2014. I also came up with my stand-up routine to expand my experience on-stage, winning the school championship in 2012.
My passion for learning and expanding my horizon never ceased. At this point in my life, I want to have a lasting impact on society through participation in significant initiatives. I advocate carrying out our civic duties with due diligence. I want to profoundly impact the scientific world and bring my new ideas to better the lives of societal communities.

Extracurricular Activities

  • Mentor | Special Group for Programming, Bangladesh University (BU) | JAN 2022 - Present

    Tutored a group of 4th, 5th, 6th, 7th and 12th grade students.

  • 1st Position in English Recitation | 2014
  • 2nd Position in Extempore Speaking [Bengali] | 2014

Award & Achievements

Government Merit Scholarship

Secondary School Certificate (SSC) | 2015

Higher Secondary School Certificate (HSC) | 2017

Contact