Open to opportunities

Fathima Ilmi

@fathimailmi

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Motivated AI and Data Science undergraduate with strong programming skills.

Sri Lanka

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What I'm looking for

I seek a collaborative environment where I can apply my AI skills and grow professionally.

I am an AI and Data Science undergraduate with a passion for developing data-driven solutions to real-world challenges. My academic journey has equipped me with a solid foundation in programming languages such as Python, Java, and R, as well as machine learning techniques. I have hands-on experience leading projects that deliver actionable insights and scalable solutions, demonstrating my ability to bridge the gap between technology and business.

Currently, I am involved in several innovative projects, including a research initiative focused on monitoring land subsidence due to groundwater extraction in Sri Lanka. I also lead the development of a Comprehensive Chemical Risk Prediction Model aimed at enhancing chemical handling and safety. My commitment to continuous learning is evident through my participation in various extracurricular activities, including being a member of the Data Analytics Society, where I collaborate on data visualization projects and workshops.

Experience

Work history, roles, and key accomplishments

Current

Research Project Participant

Current

Informatics Institute of Technology

Feb 2025 - Present (5 months)

Currently participating in a research project at IIT, focused on utilizing satellite radar imagery to monitor land subsidence caused by overexploitation of groundwater in Sri Lanka. The project aims to assess the scale of groundwater overdraft and provide insights into regulatory policies to promote sustainable water management.

Groundwater Monitoring Data Analysis Research

Current

SpamSense-AI Developer

Current

Self Employed

Feb 2025 - Present (5 months)

Developed SpamShield AI, an advanced system that detects and filters SMS spam, job scams, email spam, and spam news articles. It uses four specialized machine learning models, each trained for a specific spam type, ensuring high accuracy.

Python Random Forest Naïve Bayes Pandas scikit learn NumPy Streamlit Tableau Matplotlib SeaBorn GitHub Google Colab Flask API TensorFlow Keras PyTorch LIME Apache Spark

Current

Chemical Risk Prediction Model Leader

Current

Self Employed

Oct 2024 - Present (9 months)

Led the development of a Comprehensive Chemical Risk Prediction Model (CCRPM) inspired by the National Authority for Implementing the Chemical Weapons Convention in Sri Lanka. CCRPM enhances chemical handling, strengthens national security, and improves chemical import safety.

Python HTML CSS JavaScript TensorFlow Keras Flask API PyTorch Netlify Random Forest Hybrid Model (LSTM + Gradient Boost)Pandas scikit learn NumPy LIME Apache Spark SMOTE Tableau Matplotlib SeaBorn MongoDB

Personal Chatbot Developer

Self Employed

Feb 2025 - Present (5 months)

LLaMA 3.3 70B Python Llama 3.3 70B GROQ Streamlit HTML CSS JavaScript Hugging Face NumPy Pandas scikit learn GitHub

RetentionAI Developer

Self Employed

Jan 2025 - Present (6 months)

Developed a website with two machine learning models to predict customer churn in banking and telecom sectors. It analyzes customer data to identify at-risk customers, helping businesses take actions to improve customer retention.

Python HTML JavaScript CSS Heroku Streamlit Random Forest Pandas scikit learn NumPy Tableau GitHub

Education

Degrees, certifications, and relevant coursework

Informatics Institute of Technology, affiliated with Robert Gordon University

BSc(Hons) Artificial Intelligence and Data Science, Artificial Intelligence and Data Science

Grade: A in Programming Languages, Database Design and Implementation, Machine Learning, Programming Fundamentals, Computer System Fundamentals, Data Structure and Algorithm for AI, English Communication Skills, Web Technology

Activities and societies: Member of IEEE EMBSSBC and Data Analytics Society, actively involved in advancing biomedical engineering and collaborating on data visualization projects.

Currently pursuing a Bachelor of Science (Honors) in Artificial Intelligence and Data Science. Key modules include Programming Languages (Python, Java, R, SQL), Machine Learning, Database Design and Implementation, and Advanced Mathematics for Data Science. Gained hands-on experience in developing data-driven solutions and utilizing various AI and data tools.

University of Colombo

BSc(Hons) Bachelor of Business Administration, Business Administration

Currently pursuing a Bachelor of Business Administration, focusing on core modules such as Business Mathematics, Financial Accounting, and Information Technology. This background provides a deep understanding of business principles, enabling the bridging of technology and business.

Informatics Institute of Technology

Foundation Certification in Higher Education – IT, Information Technology

Grade: Distinction, A grades in Programming and Mathematics

Completed a Foundation Certification in Higher Education in IT with Distinction. Achieved A grades in Programming and Mathematics, building a strong foundational knowledge in information technology.

Holy Family Convent, Bambalapitiya

GCE Advanced Level Examination, Commerce

Grade: 3 A's

Achieved 3 A's in the Commerce Stream, specializing in Economics, Business Studies, and Accounting. Demonstrated strong academic performance in business-related subjects.