Introduction

I’m a Data Engineer and Computer Vision enthusiast with expertise in Python, SQL, and frameworks like PyTorch and TensorFlow. I specialize in building scalable data pipelines, creating data-driven solutions, and using tools like Power BI and Tableau to turn data into insights. Passionate about AI, automation, and big data, I’m always excited to solve complex problems and innovate.

🎓 Education

Western Regional Campus, Pokhara, Nepal
📅 Nov 2016 - Sep 2021

Tribhuvan University
Bachelor of Engineering in Computer Engineering (76.83%)
Relevant Courses: Machine Learning, AI, Data Mining, Big Data

💼 Professional Experience

Senior Software Engineer, Data - LIS Nepal Pvt. Ltd.

📍 Lalitpur, Nepal | 📅 July 2021 - Present

Developed efficient data engineering solutions and created high-level dashboards for academic projects using Power BI.
Designed and implemented a scalable data pipeline with Snowflake and Azure Data Flow for the retail sector.
Built senior-management dashboards with Tableau to enhance decision-making by visualizing key metrics.
Utilized PySpark and Airflow to develop custom alerts for data issues in daily batch processing.
Built a complete ETL pipeline, transforming data and creating actionable visuals using Python, SQL, and Power BI.
Conducted in-house research on dashboards conversion from Qlik to Power BI, streamlining data integration and improving decision-making through enhanced visualization and actionable insights.

💻 Projects

Chest CT-Scan Lung Cancer Classification

Built a PyTorch pipeline for multi-class classification of Chest CT-Scans using DenseNet, achieving 88.89% accuracy across four lung cancer categories.
Enhanced model performance with data augmentation and transfer learning techniques.

Background Image Removal Web App

Implemented semantic segmentation techniques utilizing ResNet50, FCN-32s, and fine-tuned VGG16 models on the PASCAL VOC2012 dataset for background image removal.
Created a fully functional website that processes portrait input images, extracts the foreground, and generates a PNG image, using ReactJS, Django, and CSS3.
View the project on GitHub

🛠 Skills

Programming Languages: Python, SQL
Big Data & Data Engineering: PySpark, Airflow, Snowflake, AWS (S3, Athena, Glue)
Data Visualization: Power BI, Tableau
Machine Learning & Deep Learning: PyTorch, TensorFlow