Ramisa Anan

AI Engineer & NLP Specialist

Crafting intelligent solutions with a passion for human-AI interaction and cutting-edge NLP.

About Me

A dedicated Graduate student in Data Science & Analytics at Florida Atlantic University (4.0 GPA), specializing in Natural Language Processing (NLP) and Explainable AI. My work includes published IEEE papers on sarcasm detection using advanced models like BERT and LIME.

I am driven by a strong interest in AI-assisted education, human-AI interaction, and developing intuitive, interactive learning tools. Proficient in Python, leading AI frameworks, and web-based AI applications (Streamlit, Django), I am eager to contribute to innovative research and development in AI for education and autonomous systems.

Experience

SOAR Data Support Intern

Autism After 21, Inc | Boca Raton, FL

Jun 2025 – Present

  • Supported program delivery for young adults on the autism spectrum, assisting with daily activities, program facilitation, and participant engagement.
  • Collected and organized data on career assessments and pre-employment skills to inform individualized development plans.
  • Analyzed career readiness metrics and interest inventories to help participants identify skill-building opportunities.
  • Assisted in developing post-program reporting using Excel and Google Sheets for data visualization and presentation.
  • Contributed to training materials on self-determination, independent living, and vocational preparation.

Data Analyst

Quantanite | Dhaka, Bangladesh

Mar 2023 – Jul 2024

  • Maintained and updated internal reporting dashboards using Google Looker, ensuring data and interface accuracy aligned with current client performance metrics.
  • Translated business and client support requirements into data solutions, documenting report specifications and update processes for ongoing use.
  • Assisted in managing access control and content accuracy across analytics portals, ensuring proper data visibility and alignment with business roles.
  • Conducted quality assurance audits and data integrity checks that directly informed updates to content displayed across web-based dashboards.
  • Used SQL and Python to extract, clean, and manage structured data sets that powered reporting interfaces and business review presentations.
  • Supported documentation efforts for internal and external data usage, clarifying analytical methods and KPIs in client-facing artifacts.
  • Presented technical insights and web portal performance summaries to non-technical teams, enhancing understanding and actionability of data.
  • Managed multiple update and maintenance tasks concurrently, demonstrating adaptability and commitment to accuracy under strict timelines.

Customer Service Associate

Exela Technologies | Boca Raton, FL

Oct 2024 – Jun 2025

  • Oversaw mailroom operations at Florida Atlantic University, ensuring timely, accurate deliveries.
  • Managed student and faculty inquiries with professionalism and attention to detail.

Projects

Smart Product Analyzer (AI/ML, NLP)

Scraped product reviews, stored in PostgreSQL, and performed sentiment analysis using LLMs. Visualized results in a Streamlit dashboard.

AI Chef Assistant (Generative AI)

Developed a GenAI assistant that analyzed cookbooks to generate meal plans and grocery lists.

Bangla Fake News Detection (BERT, Explainable AI)

Built a BERT-based fake news classifier with explainability using LIME for a university research project.

Online Clothing Store (Web Development)

Created a Django-based e-commerce platform with a responsive frontend using HTML, CSS, JavaScript.

Publications

BanglaSarc: A Dataset for Sarcasm Detection

Published in IEEE; developed a Bangla sarcasm dataset for NLP application.

View Publication

Interpretable Bangla Sarcasm Detection using BERT and Explainable AI

Published in IEEE; built an interpretable sarcasm classifier using BERT and LIME.

View Publication

Skills

Python BERT LIME Transformers Explainable AI GenAI Streamlit Django HTML CSS JavaScript Git AWS (EC2, S3) Power BI Tableau Looker SQL PostgreSQL MySQL asyncio Playwright Unix Shell LaTeX Markdown Confluence Jira

Education

M.S. in Data Science & Analytics

Florida Atlantic University

CGPA: 4.00/4.00

Fall 2024 – Spring 2026 | Boca Raton, FL

B.Sc. in Computer Science & Engineering

BRAC University

CGPA: 3.49/4.00

Spring 2018 – Fall 2022 | Dhaka, Bangladesh