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Aman Timalsina

@amantimalsina

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ML Engineer (NLP) specializing in deep learning, model deployment, and conversational AI.

Nepal

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What I'm looking for

Data Scientist, Data Analytics, ML Engineer

Hi, I’m Aman, a Machine Learning Engineer with a Postgraduate degree in Science and Technology (Machine Learning & Data Analytics) from Massey University, New Zealand. I specialize in building scalable and reliable systems that transform complex data into actionable insights, leveraging Python, SAS, SQL, and cloud automation to design RESTful APIs, optimize video processing pipelines, and deploy containerized applications. My hands-on experience includes developing OpenCV and CNN-powered face-recognition models for image prediction, applying PCA to uncover patterns in large datasets, and automating end-to-end video clipping and transcoding workflows. Driven by a passion for ethical AI and robust engineering, I maintain a sugar-free lifestyle and cycle regularly to keep my mind sharp and my problem-solving focused.

Experience

Work history, roles, and key accomplishments

Machine Learning Engineer

Code Comma Technology

Feb 2021 - Oct 2023 (2 years 8 months)

I Designed, trained, and deployed high-accuracy NLP models. Led architecture reviews, built data pipelines, automated ingestion, and improved scalability. Integrated client feedback, mentored juniors, and set up real-time monitoring on AWS/Azure.

Python Neural Networks NLP Machine Learning RAG Architecture Generative Adversarial Networks (GANs)Deep Learning SQL Analytical Skills C++Java Diffusion Models Stable Diffusion TensorFlow PyTorch Kubernetes CI CD Pipelines AWS Azure

Business Analyst

Elite Exped

Jan 2020 - Dec 2020 (11 months)

I Conducted business analysis to identify market trends and inefficiencies, driving process improvements. Collaborated with data analytics to build predictive models, automated dashboards, and deploy extraction and processing pipelines to streamline reporting. Provided insights from analysis and market research, working with stakeholders on solution implementation.

Data Analytics SQLite Project Management Python