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DS@deepikashrestha
Data Engineer passionate about AI and data-driven solutions.
NepalI am a dedicated Data Engineer with a strong background in AI training and data analytics. My experience includes evaluating and annotating large language model outputs, where I utilized Python to enhance workflows and improve model performance. I have a keen interest in prompt engineering and human-in-the-loop systems, which I believe are crucial for advancing AI technologies.
In my previous roles, I have successfully developed and optimized SQL queries, built automated ETL pipelines, and designed real-time dashboards that empower business users with actionable insights. My projects, such as a personalized movie recommendation system and predictive models for inventory management, showcase my ability to apply machine learning techniques to solve real-world problems. I am committed to leveraging data to drive strategic decisions and improve operational efficiency.
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Work history, roles, and key accomplishments
Outlier
Jun 2024 - Present (1 year 5 months)
Evaluated and annotated large language model (LLM) outputs for accuracy, relevance, and alignment with human intent. Utilized Python to script and manage prompt-response evaluation workflows, enhancing annotation efficiency and consistency.
Devfinity LLC
Sep 2021 - Dec 2021 (3 months)
Developed and optimized SQL queries and stored procedures, improving data retrieval efficiency by 60%. Built automated ETL pipelines using SQL and Python, reducing data processing time by 70%.
FuseMachines
May 2021 - Aug 2021 (3 months)
Developed ETL pipelines using Apache Spark to extract, clean, and process large customer transaction datasets from PostgreSQL and MongoDB. Built a recommendation system using Cosine Similarity to suggest products to users, boosting conversion rates by 18%.
Degrees, certifications, and relevant coursework
UCMaster of Science, Data Science
Completed a Master of Science in Data Science. Gained advanced knowledge in data analysis, machine learning, and statistical modeling.
Bachelor's in Electronics and Communication, Electronics and Communication
Obtained a Bachelor's degree in Electronics and Communication. Developed a strong foundation in electronic systems and communication technologies.
Software and tools used professionally
NepalYou can contact Deepika and 90k+ other talented remote workers on Himalayas.
Message Deepika
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