Mustahid Hasan

PyCompreX: Python Program Comprehension Tool using Summarization via Program Execution

• Developed a vscode IDE extension tool that helps software developers comprehend Python code.

• It dynamically extracts key information for every line of code executed and presents it to the developers in the form of an example-like dynamic information instance.

• Presented in a user-friendly format with interactive features to provide key insights into the important parts of the program.

• Technical Skill: Pyhton, Reactjs

• Soft Skill: Clean code, Report documentation, Critical thinking

• Github: PyCompreX

PharmaSync: Optimizing Security and Transparency in Pharmaceutical Supply Chains using Decentralized Hybrid Blockchain

• Implemented a hybrid blockchain system to ensure transparency while preserving trade secrecy among different stakeholders in the supply chain management system.

• Integrated zero-knowledge proofs to enhance security while maintaining transparency.

• Upgraded the supply chain management system to handle cold chain management, product recalls, and compliance issues.

• Technical Skill: NEXT JS, Hedera consensus, Hyperledger indy, Solidity, IPFS

• Soft Skill: Teamwork, Problem solving, Technical writing, Presentation skills

• Whitepaper: PharmaSync

Emotion Detection from Social Media

University of Dhaka, Dhaka, Bangladesh | January 2022 - March 2022

• Implemented an emotion detector tool with the rule-based method, lemmatization that fetches data from social media and detects emotion

• Predicted mood based on recent emotion

• Identified personality using fuzzification based on the analyzed data from emotion detection

• Technical Skill: Java, Javafx

• Github: EmotionDetector

Clippy | Smart PDF Reader for better Paper Reading Experience and Knowledge Mining

Semi-Finalist Project in the SCORE ICSE Competition | February 2023 - June 2023

• Resolved and presented cross-referencing objects (figures, tables, charts, and citations) in a PDF, showing references in a popup overlay when enabled

• Developed knowledge graph of paper citations

• Researched extractive and abstractive summarization techniques and generated summarizations for key components of the paper

• Built a knowledge graph for the references of a paper

• Technical Skill: Angular | Node.js | MongoDB | Express.js

• Soft Skill: Pitch presentation, Report writing, Collaboration

• Project Proposal Link: Clippy Proposal

• Github: Clippy

• Project Video: Clippy 

Anomalizer | Real-World Anomaly Recognition from Surveillance Video Images using 3D Convolution Neural Network

University of Dhaka, Dhaka, Bangladesh | August 2023 - November 2023

• Collected UCF Crime Dataset from Kaggle and preprocessed the dataset

• Combined Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) model that can detect an anomaly and classify it

• Technical Skill: Python

• Models Used: Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM)

• Project Report: Anomalizer

Evaluate declarative programming paradigm gives developers a better development experience than Imperative paradigm

University of Dhaka, Dhaka, Bangladesh | August 2022 - November 2022

• Prepared GQM, that is, goal question metric, and conducted data collection surveys through online interviews with students and developers.

• Carried out data analysis and derived proper metrics from collected data for further operation.

• Tested Null hypothesis (The design pattern implementation tendency among student and user groups are the same) using Two Sample T-test and Wilcoxon signed rank test and rejected the Null hypothesis with a 95% confidence level on both cases.

• Based on the collected dataset, tried to identify the most usable and favorite design patterns among developers

• Technical Skill: Python, Hypothesis testing

• Soft Skill: Critical thinking, analytical skill