Hello, I'm
AI & Cloud Engineering Enthusiast
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B.Sc. Data Science Engineering Undergraduate
at University of Moratuwa
I am a passionate and enthusiastic software developer with a strong drive to learn and grow in the field. Despite being early in my career, I have gained valuable experience by working on several projects that span machine learning, frontend, and backend development. My ability to quickly adapt and acquire new skills has enabled me to contribute effectively to different aspects of software development. I pride myself on my collaborative nature and strong teamwork skills, which allow me to work seamlessly with others to achieve shared goals. I'm committed to continuously expanding my knowledge and making a meaningful impact in the tech industry.
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Pekoe.ai | Dec 2024 – Present
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Model-agnostic explainability framework for speech models with layer-wise analysis.
Adapting Contrastive Captioners for low-resource visual recognition using LoRA.
Serverless orchestrator using AWS Bedrock to dispatch analysis tasks to agents.
Full-stack NLP solution extracting pain points using BERT, LSTM and LLAMA 3.
Database design and implementation for a single vendor e-commerce platform with a simple UI using Flask.
Xilinx Vivado project for 4bit microprocessor capable of adding and subtacting. Designed in VHDL.
Python project integrates speech recognition, translation, and voice synthesis to change user into a character!
Data preprocess, Model selection, Evaluation (MAE, MSE, R², RMSE) for habitability prediction.
Tinder like social media app using MERN stack
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