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AI Engineer with less than a year in Data Analytics, Machine Learning & Business Intelligence.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Final-year BSc (Hons) IT & Management undergraduate with skills in Data Analytics, Machine Learning, and Business Intelligence. Experienced in Power BI, Python, SQL, and statistical analysis, with hands-on experience in data-driven decision-making and AI-based research projects.
University of Colombo - Faculty of Science
BSc (Hons) IT & Management · IT & Management
August 1, 2022 – June 30, 2026
ST.MARY'S COLLAGE KEGALLE
Physical Stream · Physical Stream
June 1, 2006 – May 31, 2019
Silueta PVT(Ltd) - MAS Holdings
Administration Intern
November 1, 2025 – Present
India
CSE Portfolio Optimizing using RL & Agentic AI
January 1, 2026 – Present
Developed a Reinforcement Learning (PPO)-based model for dynamic portfolio optimization. Enhanced portfolio performance using a CNN-based fusion of multiple RL strategies. Integrated FinBERT-powered sentiment analysis to support investment decision-making.
Movie Recommendation System
January 1, 2026 – Present
Developed a Movie Recommendation System using Machine Learning and content-based filtering techniques. Applied data preprocessing and similarity algorithms to generate personalized movie recommendations. Built a Streamlit web application and integrated a trained model developed in Google Colab.
Cultural Fit Analysis
The candidate's project diversity, including a Reinforcement Learning project for portfolio optimization and a Movie Recommendation System, shows initiative and a proactive approach to learning and applying AI concepts. The academic background in IT & Management, combined with personal projects, suggests an interest in both technical depth and practical application. The current internship, while not directly technical, indicates an ability to work within a corporate structure. However, the overall experience level is very junior, which might require significant mentorship and ramp-up time to align with a senior AI Engineer role.
Soft Skills & Operational Fit
The candidate's internship experience in administration at Silueta PVT(Ltd) demonstrates organizational skills, attention to detail in data verification, and experience with operational reporting using Power BI. These skills suggest an ability to contribute to data management and reporting aspects within an operational context, which can be beneficial for an AI Engineer role that often involves data pipeline monitoring and performance tracking. However, direct evidence of collaboration on complex technical projects or problem-solving under pressure is limited.