Computer Science & Engineering Student
Passionate about Data Science, AI, and Machine Learning
A computer science and engineering student with a strong passion for data science, AI, and machine learning. I'm focused on developing the skills needed to work with cutting-edge technologies, aiming to create impactful solutions in these fields.
BSc Eng Hons, Computer Science & Engineering
Specializing in Data Science & Engineering
CGPA: 3.81/4.00
2021 - Present
June 2024 - Present
Developing and improving Coachello's AI-driven backend services to create efficient solutions that deliver personalized coaching experiences.
Dec 2023 - May 2024
Contributed to developing and enhancing AI-driven coaching and Lingotrek's language services, focusing on leveraging cutting-edge AI and cloud technologies.
May 2024 - June 2025
Developing an Explainable AI package for distributed systems with PySpark, integrating popular XAI methods. The package will include distributed implementations of IMM and SAGE, optimizing performance for large-scale datasets and seamless integration into PySpark workflows.
May 2024 - July 2024
Developed backend services for an AI-powered application that curates personalized podcasts, streamlining news and content discovery to address information overload.
Dec 2023 - June 2024
Developed AI-driven services, including a client onboarding service and AI coach, using Vertex AI and OpenAI for personalized, multilingual experiences. Created multilingual HR insights services, a coaching statistics dashboard, and improved content recommendation pipelines by integrating client data, translation APIs, and LLMs.
December 2023 - June 2024
Built a dynamic essay grading service with multilingual feedback using FastAPI, PostgreSQL, and OpenAI's LLM. Added support for five languages with grading using OpenAI and VertexAI.
June 2023 - November 2023
Developed a Student Summary Analyzer with an intuitive user interface built using Streamlit. The system utilizes LLMs and employs machine learning algorithms to assess and score student summaries in terms of content and wording quality.
October 2022 - February 2023
A fullstack Airline Reservation System for B-Airways, enhancing skills in web development, database management, and software architecture. My contribution was in the development of the database using PostgreSQL. I implemented procedures, functions, and triggers in PostgreSQL, ensuring that the database adhered to the ACID properties.
+94 77 850 6968
marium.20@cse.mrt.ac.lk