Hi, I'm Rusan
I'm a data scientist with expertise in machine learning, big data, and visualization. I specialize in Python, R, and tools like TensorFlow and PyTorch. Let me help you uncover actionable insights from your data.
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Skills
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Data Analysis
Skilled in analyzing complex datasets using tools like Python (Pandas, NumPy), R, and SQL, to uncover insights and trends that support data-driven decisions.
Machine Learning
Experienced in building and deploying machine learning models with frameworks like Scikit-learn, TensorFlow, and PyTorch to solve classification, regression, and clustering problems.
Deep Learning
Expertise in developing deep learning models using TensorFlow and Keras, with experience in applications like image recognition, natural language processing, and generative models.
Big Data
Proficient in working with Big Data tools such as Hadoop and Spark, and experienced in creating interactive dashboards using Tableau and Power BI for effective data visualization.
Experience
AWS
PyTorch
TensorFlow
SQL
NoSQL
Streamlit
Data Analyst, Transformd
Jul 2024 - Present
- Designed scalable data lake architecture on AWS S3.
- Queried data using AWS Athena for serverless analysis.
- Built data warehouse on AWS Redshift handling large datasets.
- Developed dashboards with AWS QuickSight for business insights.
- Automated data cataloging with AWS Glue Crawler.
Data Engineer, LIS Nepal Pvt Ltd (Yomari Company)
May 2022 - Aug 2022
- Implemented PySpark and Snowflake for advanced data modeling.
- Improved query performance and streamlined warehousing processes.
- Resolved data duplication using SCD methods on Redshift.
- Optimized schema designs for BI impact.
Projects
Walmart Sales Prediction App
This project is a Streamlit-based sales forecasting app with a backend powered by machine learning models. The app allows users to interact with the model and get sales forecasts for different dates and Walmart stores.
- Streamlit
- SARIMA
- Regression
- FastAPI
MedVisor: VQA for Radiology
This web application, designed for healthcare practitioners, assists in diagnosing patients by leveraging radiological images making more reliable and unbiased prediction.
- Flask
- React
- Resnet
- BLIP