Software Engineering Student | Data Science Major | AI & Full-Stack Developer

📍 Dhaka, Bangladesh | 📧 shakilahamedriaz@gmail.com | LinkedIn

I am an aspiring Software Engineer and Data Science enthusiast with strong foundations in AI/ML, full-stack development, and competitive programming.
Currently pursuing a B.Sc. in Software Engineering (Major in Data Science) at Daffodil International University, I enjoy solving complex problems, building impactful projects, and mentoring others in programming and research.

• Programming Languages: C/C++, Python, Java, JavaScript
• Frameworks & Libraries: Django, DRF, React, LangChain
• Databases: MySQL, PostgreSQL, SQLite
• AI/ML: Machine Learning, Generative AI, LLMs, NLP
• Tools & Platforms: Git, GitHub, Docker (basic), AWS, Google Cloud

• GreenCart – Carbon-Aware Online Marketplace
  Full-stack AI-powered e-commerce platform with carbon footprint tracking, semantic product search (Pinecone), secure payments, and intelligent chatbot.

• AIpply – Recruitment with AI Mock Interviews
  Django-based job portal featuring AI interview coaching (LLaMA 4 Groq), advanced filtering, dual user roles, and real-time voice-enabled mock interviews.

• BrainHive – AI Knowledge Sharing Platform
  AI-enhanced platform with summarization (LLaMA 3 Groq), contextual QA (FAISS), secure authentication, CMS, and responsive UI.

• LeetCode: 150+ problems
• Codeforces: 200+ problems
• Beecrowd: Top 1% problem solver
• VJudge: 110+ problems

• Research & Python Trainer – Data Science Lab, DIU (Aug 2025 – Present)
  Conduct training for 60+ students on Python and Data Science fundamentals, mentoring in practical research and applications.

• Freelance Data & Admin Support – Upwork (2020 – 2021)
  Delivered client-focused tasks including lead generation, data management, and business support.

• Protecting User Privacy in Mental Health NLP through Contextual LLMs (Under Review)
  Developed a privacy-preserving NLP framework combining LSTM and LLMs with differential privacy, achieving 93.36% accuracy.

• Deputy, ACM Chapter – DIU SE Club: Co-organized 7+ programming contests/workshops for 150+ students.
• Programming Contest Organizer – DIU SE Club: Managed 5 contests with 300+ participants; contributed 10+ algorithmic problems.
• Scout Rover Team Lead: Directed a team of 10+ in national scout events, fostering teamwork and discipline.

• Generative AI Architecture & Application Development – Coursera (2025)
• AWS Academy Machine Learning for NLP – AWS Academy (2025)
• AI+ Prompt Engineer Level 1 – Microsoft (2025)
• Master Git & GitHub – Udemy (2025)