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@gunishakaur
Data scientist specializing in scalable ML systems, cloud data engineering, and accessible AI solutions.
I am a data scientist with a Master of Data Science from the University of British Columbia and three years of professional experience building scalable data pipelines and machine learning systems. I hold the Microsoft Certified Azure Data Engineer Associate (DP-203) certification and have hands-on experience with Azure and AWS cloud services.
Throughout my roles, I have engineered automated ETL processes, implemented Medallion Architecture in Databricks, and reduced manual processing time through validation pipelines. I have built vision and NLP-based models, including a BERT-based resume shortlisting system using Hugging Face Transformers.
I led integration of Azure OpenAI with multimodal perception systems to deliver conversational guidance for visually impaired users and created a Flask web interface for interactive model evaluation. I also developed real-time Power BI dashboards with DAX measures to improve stakeholder decision-making.
My projects include winning a hackathon with an AI-driven food quality and redistribution platform and building a wildfire insights dashboard using Altair. I prioritize production-ready, well-documented solutions, user-centered design, and transferable cloud engineering skills.
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Work history, roles, and key accomplishments
HCL Technologies
Apr 2025 - Jun 2025 (2 months)
Integrated Azure OpenAI with multimodal perception systems and led a conversational AI pipeline providing real-time guidance for visually impaired users; built a Flask web interface for interactive model evaluation.
Insight Enterprises
Apr 2024 - Aug 2024 (4 months)
Developed and maintained Azure ETL pipelines and automated data cleansing workflows reducing manual processing time by 35%; built real-time Power BI dashboards and authored ML pipeline documentation.
Hanu, an Insight Company
Apr 2022 - Mar 2024 (1 year 11 months)
Automated data pipelines in Azure Data Factory, implemented Medallion Architecture in Databricks, and developed vision and NLP models including a BERT-based resume shortlisting system to improve filtering speed and accuracy.
Marksman Technology Pvt. Ltd.
May 2021 - Jul 2021 (2 months)
Built a machine learning-based recommendation system with a React.js front end, demonstrating full-stack development and cross-functional collaboration.
Degrees, certifications, and relevant coursework
Master of Data Science, Data Science
2024 - 2025
Grade: 3.8/4.0
Activities and societies: Re-Plate hackathon winner (UBC 2025); California Wildfire Dashboard (Altair visualization and text summaries).
Completed a Master of Data Science at UBC with a 3.8/4.0 GPA focusing on data pipelines, ML systems, and cloud-based analytics.
Bachelor of Computer Science and Engineering, Computer Science and Engineering
2018 - 2022
Grade: 4.0/4.0
Earned a Bachelor of Computer Science and Engineering with a 4.0/4.0 GPA, gaining foundations in software development and machine learning.
Software and tools used professionally
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