// Uttara, Dhaka, Bangladesh
Sumaya
Islam
Computer Science graduate who builds RAG pipelines, backend systems, and ML models that ship — from a financial AI advisory platform to touchless smart-home control. Currently exploring where AI orchestration meets production engineering.
01 / About
I turn messy problems into shipped systems.
I'm a Computer Science & Engineering graduate from AIUB (Major in Information Systems), motivated by the gap between a working prototype and a production system. My recent work spans RAG pipelines for a financial advisory platform, real-time gesture recognition for accessibility, and full-stack web applications.
I've interned as a Data Scientist building LLM orchestration workflows in a Linux/Docker environment, and as a WordPress Developer optimizing performance and security for client sites. I care about retrieval accuracy, clean database schemas, and interfaces that don't get in the way.
02 / Experience
Where I've worked
Mar 2026 — May 2026
Data Scientist Intern
SSL Wireless · Dhaka, Bangladesh
- ▸Developed and optimized production-grade RAG pipelines using LangChain and LangGraph, improving document retrieval accuracy for internal AI agent workflows.
- ▸Designed LLM orchestration workflows to automate internal business processes, reducing manual handling time across cross-functional teams.
- ▸Deployed scalable data solutions within a Linux/Docker environment, collaborating with engineering teams to integrate AI components into production systems.
Feb 2026 — Apr 2026
WordPress Developer Intern
ThemeXpert LTD · Dhaka, Bangladesh
- ▸Developed and customized responsive WordPress themes and plugins using PHP, JavaScript, and MySQL to meet specific client requirements.
- ▸Optimized website performance and page speed via caching strategies, asset minification, and database cleanups, reducing load times.
- ▸Maintained site security and integrity through core updates, vulnerability patching, and structured deployment workflows across staging environments.
03 / Education
Academic background
May 2022 — Jan 2026
BSc in Computer Science & Engineering
American International University-Bangladesh (AIUB)
Dhaka, Bangladesh
CGPA: 3.65 / 4.00 · Major: Information Systems
Jun 2018 — Dec 2020
Higher Secondary School Certificate (HSC)
RAJUK Uttara Model College
Dhaka, Bangladesh
GPA: 5.00 / 5.00
Jan 2016 — Apr 2018
Secondary School Certificate (SSC)
M.E.H. Arif College
Konabari, Gazipur
GPA: 5.00 / 5.00
04 / Skills
What I work with
Languages
Data Science & ML
Deep Learning & AI
Backend & Databases
DevOps & Tools
Frontend & Design
05 / Projects
Selected work
Finkart — Financial AI Advisory Platform
Professional ProjectRAG- and LangGraph-powered financial advisory platform with an automated FastAPI/PostgreSQL ingestion pipeline. Improved retrieval accuracy through advanced chunking strategies and vector embeddings, reducing irrelevant responses in real-time query resolution.
Advergo — Sports & Fashion Storefront
Next.js storefront for a sports and fashion wear company with product browsing, live-pricing custom quotes, and secure httpOnly-cookie authentication against a Django backend, built with crash-resilient error handling.
Smart Home Gesture Control for Mobility-Impaired Users
Comparative analysis of lightweight YOLO architectures for real-time, touchless hand-gesture smart-home control. Evaluated on mAP, inference speed, and model size, using transfer learning and augmentation for generalization. Accepted by the AIUB examination board.
Converslab Notes
WordPress plugin letting admins create and manage content notes via a React interface, stored as custom post types with a REST API for CRUD and a dynamic Gutenberg block for frontend filtering.
Solar Irradiance Prediction — DIFCON Malaysia
GHI-based seasonal solar irradiance forecasting for Bangladesh, accepted for publication and presentation at the DIFCON International Conference. Full ML pipeline on NSRDB climate data: preprocessing, seasonal analysis, feature engineering, and supervised forecasting.
Netflix Clone
Frontend clone of Netflix built with React and Vite, consuming the TMDB API for live movie data.
AIUB Student Portal
Centralized student portal with authentication, course registration, academic results, and finance modules across multiple user roles, backed by role-based access control.
Artisanal Tea Marketplace
Full-featured e-commerce platform with product listings, authentication, and a cart system, backed by a relational schema for inventory, accounts, and transactions.
Self Service Store Management System
C# desktop application for inventory, transactions, and user access management.
Vehicle Management System
Java application with MySQL integration for vehicle registration, maintenance, and fuel tracking.
Computer Graphics Simulation
Real-time interactive graphics simulation built with OpenGL and GLUT.
06 / Recognition
Certifications & achievements
07 / Contact
Let's build
something real.
Open to backend, AI/ML, and data-focused roles. If you have a project, an internship, or just want to talk about RAG pipelines — my inbox is open.