Samiya Islam

hi! I am ✩S|

Fullstack developer 👩🏽‍💻 | Data Analyst
R&D automation 🏥, Game dev 🎮, ML infra
Always building and Always cafe hopping ☕️

Say hi!

3d Portfolio

Research

Product

/ about

Currently pursuing MS in Business Analytics(2025-2026).🧃

I am particularly interested in pursuing opportunities in the healthcare industry 🏥 and am seeking roles in the following positions; however, VERY OPEN to exploring opportunities beyond that.

Software Engineering/Data Science

Product Management

R&D Operations

AI automation

Here are some technologies I have worked with:

Java

C++

SQL/ R

Python

MS Office

Mongodb

Reactjs

Expressjs

Blender

JS, HTML, CSS

Although I am a girl of diverse interests, and my downtime is often dedicated playing badminton.🏸 I wind down by watching tv shows and reading novels.

Lately, I've been into creating music 🎶

Play: use arrow keys to move the smiley face

🍵

Score: 0

/education

I am very curious person.💭 Here's an overview of my academics:

B.S. and MSBA @ Brandeis University

August 2021 - May 2025

Pursuing Masters of Science in Business Analytics at Brandeis School of Economics and Business. (2025-2026)

B.S. degree in CS 💻 and B.A degree in Business Management.(2021-2025)

Along with classes, I was part of Brandeis TAMID as a Tech consultant.

I also was the Treaserur of Investment Club and Co- VP of Consulting Club

I also participated in Intramural Sport for Badminton. 🏸

I like to make charcoal art in the art studio 🎨 while listening to music.🎶🎧

/experience

Currently Looking for Full Time Opportunities. Feel free to contact me.👀🥺🎀

AI Automation R&D OpEX @ Takeda Pharmaceuticals

May 2025 - Current

Spearheaded an AI-driven initiative to identify pricing discrepancies between Statements of Work and Master Service Agreement rate cards, enhancing contract compliance and operational accuracy.

Designed and tested custom Copilot and MyAibou prompts to automate spot price validation, improving efficiency in procurement workflows.

Collaborated with cross-functional teams to analyze Vendor data and refine prompt performance, ensuring high accuracy and minimal false positives.

Build a flow on Power Automate using Power Fx to streamline the process for Business Unit Users and developed user documentation, to support long-term tool adoption and iteration.

/ software-creations

GroupMatch - Dating App
Focuses on group outings and shared experiences, making dating less intimidating and more enjoyable.
TypeScript, Express.js, React.Js, Npm, Data Analytics, Marketing, Lean hypothesis
RepairNet
Streamline real time facilities tracker dashboard. Submit maintenance requests fast and track updates in real-time Single Sign on. Very Convenient
Lean Hypothesis, Express.js, React.Js, Npm, Data Analytics, Social Media Marketing, Canva
3D Portfolio
Three.js web app that showcases my blender isometric room. I added it as a background to my portfolio.
Blender, Three.js, React.js, JS, HTML, CSS
Bunny Dash Game
Game created with Three.js. The game is about a bunny that is trying to escape from a fox. The bunny has to collect as many carrots as possible to win. Jumps to collect. There's an audio to make the game more fun.
Blender, Three.js, React.js, JS, HTML, SCSS
TradeSense.io
A web application that allows users to track their stock portfolio and simulate trades. It also provides users with a dashboard that displays their portfolio's performance.
Ruby, C++, Dart, JAVASCRIPT, HTML, CSS
Agendussy Chrome Extension
A productivity chrome extension that lets our generation to stay on task and get them done. Allows users add tasks, clear them and set a timer. Uses a 25 min pomodoro timer to help users stay productive. Tasks will still stay even if you close tabs unless you erase them.
JAVASCRIPT, HTML, CSS
Duck Lord Loves All
NonProfit Clothing Brand. Donates 100% of profits to charity that fights for animal rights and cease the cruelty. I was in charge of Marketing and Web Development.
REACT.JS, MONGODB, NODE.JS, Social Media Marketing
Wave reacting to Audio
Generative art project that creates a wave according to audio wavelengths.
Processing, P5js, SCSS, HTML
Finance Tracker
A productivity web application that allows users to track their transaction. It also provides users with a dashboard that displays their transaction history and categorizes their spending.
OpenAI API, Express.js, NODE.JS (SOCKET.IO), REACT.JS, MONGODB
GonkCube
THREEJS Project. A spinning cube in a 3d world simulation. Hover over the cube for a surprise.
Three.js, React.js
FruitSlice
Generative art project that uses Java GUI to create a fruit slice. All the mesuarements are 1:3 ratio.
Java GUI, JSwing
TextTrove
A web application that allows users to generate text based on a given prompt. Can create poems, translate Spanish, generate synonyms, and summarize input texts.
OpenAI API, Mongodb, React.js, Node.js, Express.js, Material-UI

/ more projects

Lending Club Loan Analysis

Performed data cleaning and data preparation for predictive analytics to understand loan types and lending behavior. Then, employed predictive models for developing various investment strategies.

R, K-means, Logistic Regression, Visualization

LLM: Detecting AI Generated Texts

Developed a machine learning model to detect AI-generated texts. The model was trained on a dataset of 1000 AI-generated texts and 1000 human-written texts. The model was able to detect AI-generated texts with 95% accuracy.

Python, Machine Learning, SVM, NLP, BERT, TF-IDF, Word2Vec

Predicting Student Performance from Game Play

Achieved top 4% on leaderboard by developing ML model, feature engineering, and utilizing XG-Boost algorithm to process and analyze large dataset, demonstrating ability to handle sizable data and extract insights, with F1 score of 0.68 showcasing effective modeling of large-scale educational datasets.

Python, Machine Learning, XG-Boost, Feature Engineering

Attendence AI

Uses AI to facial recognition in order to track student attendance in the classroom. The system employs a combination of cameras, microphones, and AI algorithms to accurately identify and mark individual students present or absent. Then identifies individual students and mark them as present and reports whoevers absent. Teachers gets a key to log in for specific class that trains the ai to recognize students in that class.

Azure AI, Azure Cosmos DB, Python, Dart, Flutter, Firebase

Conversion Calculator and Cyber Security Tools

A conversion calculator that converts between different units of measurement. AI phishing tool uses a combination of big data and deep learning algorithms for early-stage detection of phishing emails and other malicious activities. The tool can incorporate ML models to detect business email compromise phishing attacks and predictive models for phishing detection.

OCaml, NLP, Python, ML

TicTacToe Game

A console game lets you choose a position for your [ X or O] and returns a new board with the input. You can play multiple rounds with it. In order to play you need to download the zip file and run it on your local device. Make sure to have java complier installed for it to run smoothly.

Java

Tetris Game

Experience the timeless excitement of Tetris through a Java-based implementation.The game features intuitive controls and a dynamic interface that brings the beloved puzzle game to life.

Java, Blender

Maze Game

A console game that lets you move around [ up, down, left and right] to collect coins and then trade at the end with a trader located at the end of the matrix. Its a game inspired by the concept of investing into stock market.

Java

Guessing Game

A console game where you guess number to win. I will tell you if the number is higher or lower.

Python

That's all about me.
Let's connect and make something awesome together!

₊✧ ’★,｡･:*:’☆‧₊˚ ✩˚ʚ₍ᐢ. ‿ .ᐢ₎₊˚✧ ﾟ. ⑅ ♡‧₊˚ ✩

Built and Designed by Me.

♡૮꒰ „ ˶- ༝ -˶„꒱ა

wanna take a break and have some matcha?

Play: use arrow keys to move the smiley face