Tanjim Bin Faruk
Tanjim Bin Faruk
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Projects
Scientific Claim Detection in Twitter Dataset Using LLMs
Assessed the effectiveness of Large Language Models such as ChatGPT and Llama 2 in identifying scientific claims with different prompt engineering techniques, using metrics like Accuracy, Precision, Recall, and F1 score
Code
Securing Medical Data with Blockchain
Created an end-to-end, integrated blockchain solution for securely transferring medical records
Code
License Plate Recognition
Automated the process of extracting license plate number as texts using Computer Vision and Deep Learning
Code
CSE 472 - Machine Learning Lab
Implemented Decision Tree, AdaBoost, K Nearest Neighbor, Naive Bayes, Principal Component Analysis and Expectation Maximization as part of CSE 472 coursework.
Code
CSE 474 - Pattern Recognition Lab
Implemented Perceptron, Neural Network, Template Matching and Channel Equalization as part of CSE 474 coursework.
Code
TCP Reset Attack
Demonstrated TCP Reset attack on video streaming applications to disrupt video streaming on target client using Man-in-the-middle attack. Used
pcap
for RST attack and
scapy
for MITM attack.
Code
Slides
Cricket Database Management
Worked extensively on Oracle PL/SQL and JDBC to create a Cricket DB with JavaFX on the Front-end & Java on the back-end
Code
Algorithm Visualization Tool
UsingiGraphicslibrary, developed a visualization tool that simulates
Sieve of Eratosthenes
and
Bubble Sort
Code
Algorithmic Problem Solving
A list of my solved problems from various online judges like Leetocde, HackerRank, UVa, Codeforces etc.
Code
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