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AI Engineer with 1+ years in Machine Learning & Generative AI.
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Innovative and results-driven AI/ML Engineer with a passion for developing intelligent, data-driven solutions using Machine Learning, Deep Learning, and Generative AI technologies. Skilled in solving complex problems, building scalable AI systems, and collaborating in fast-paced environments to deliver impactful and innovative solutions. Passionate about continuous learning, emerging technologies, and creating AI-powered applications that drive real-world value.
University of Moratuwa
B.Sc. (Hons) · Artificial Intelligence
August 1, 2022 – June 30, 2026
Zelora Pvt Ltd
Associate AI Engineer
August 1, 2025 – May 1, 2026
India
Zelora Pvt Ltd
Intern AI Engineer
February 1, 2025 – August 1, 2025
India
Hybrid Mamba-Attention Neural Speech System (Ongoing Research)
January 1, 2026 – Present
Architecting a novel Text-to-Speech (TTS) decoder optimized for long-context generation. By strategically interleaving sparse attention mechanisms within a Mamba backbone, the system solves the quadratic scaling limitations of traditional autoregressive Transformers, enabling highly efficient, continuous audio generation without losing voice identity.
Store Sales Time Series Forecasting System
January 1, 2025 – December 31, 2025
Developed an end-to-end ML stack using a PyTorch Temporal Convolutional Network (TCN) to forecast 16 day store sales. Deployed the model via a FastAPI REST API and built an interactive Streamlit dashboard for real-time data visualization.
View ProjectSentiment Analysis Web Application
January 1, 2025 – December 31, 2025
Developed a web application that performs sentiment analysis on text using Natural Language Processing (NLP). The application provides real-time sentiment classification and an interactive user interface.
View ProjectConversational RAG Chatbot
January 1, 2025 – December 31, 2025
Built a FastAPI powered open source RAG system for PDF ingestion, chunking, embedding, and semantic Q&A with source context. Implemented multi file sessions, chat history, metadata management, and secure document handling.
View ProjectNext Word Prediction Model
January 1, 2025 – December 31, 2025
Developed a deep learning-based model to predict the next word in a sequence, leveraging an LSTM neural network and historical text data. The project included data preprocessing, model training, and deployment for interactive usage.
View ProjectCultural Fit Analysis
The candidate's profile shows a strong alignment with an AI Engineer role, demonstrating a clear passion for the field through academic pursuits, professional experience, and diverse personal projects. Their involvement in hackathons and ongoing research indicates a proactive, innovative, and collaborative mindset. The breadth of technologies and frameworks used across projects suggests adaptability and a willingness to explore new tools, which are positive indicators for cultural fit in a dynamic AI environment.
Soft Skills & Operational Fit
The candidate's project descriptions and experience highlight a proactive approach to problem-solving and a passion for developing innovative AI solutions. Their involvement in hackathons suggests a collaborative and competitive spirit. The detailed descriptions of their work at Zelora Pvt Ltd indicate an ability to work on complex, real-world problems and integrate AI solutions into enterprise environments. The ongoing research project also points to a strong drive for continuous learning and contributing to cutting-edge AI advancements.