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Abhishek Silwal

@abhisheksilwal

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Aspiring data scientist focused on predictive modeling, machine learning research, and end-to-end data analytics.

Nepal

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What I'm looking for

I’m looking for a role where I can build and validate predictive models, translate insights through strong data visualization, and contribute to cloud data and REST API workflows—while growing through meaningful research and real product impact.

I’m an aspiring Data Scientist with research experience in machine learning, statistical analysis, and data visualization. I recently completed all requirements for a Master’s degree in Computer Engineering (Data Science & Analytics), with hands-on work building predictive models and end-to-end analytics projects.

My approach blends strong modeling fundamentals with practical implementation. I’ve developed data-driven solutions using Python and SQL, and I’ve used BI tools (including Power BI) to turn analysis into decisions people can act on.

In my graduate thesis, I designed an LSTM-based trajectory prediction model using an interaction-aware mechanism with the nuScenes dataset. I also built a full-stack Field Service Management System with a FastAPI REST backend and interactive map visualization, focusing on geospatial visualization, relational databases, and automation of business workflows.

I’ve further strengthened my data engineering and applied ML skills through a cloud analytics pipeline using Amazon S3, AWS Glue Data Catalog, Amazon EMR, Amazon Athena, and Amazon QuickSight. I’m excited to apply analytical methods to complex engineering and business problems—especially where predictive modeling, data visualization, and cloud data engineering come together.

Experience

Work history, roles, and key accomplishments

Senior Technical Writer

Tech Central Pvt. Ltd.

Jan 2022 - Jan 2024 (2 years)

Authored, edited, and published 800+ troubleshooting guides, how-to articles, and technical documentation covering operating systems, software applications, and consumer hardware. Collaborated with editorial and SEO teams to produce search-optimized technical content using keyword optimization and content structuring.

Troubleshooting On Page SEO SEO Optimization

Education

Degrees, certifications, and relevant coursework

Pulchowk Campus, Institute of Engineering, TU

Master of Science in Computer Engineering, Data Science and Analytics

2024 - 2026

Activities and societies: Relevant courses include Big Data Analytics, Machine Learning, Information Visualization, NLP, Generative AI, Image Processing, Pattern Recognition, and Quantum Computing.

Master of Science in Computer Engineering (specialization in Data Science and Analytics). Completed all academic requirements; degree award is pending with expected completion in 2026.

Thapathali Campus, Institute of Engineering, TU

Bachelor of Engineering, Electronics and Communication Engineering

2016 - 2021

Activities and societies: Relevant courses include Computer Programming (C), OOP (C++), Digital Logic, Discrete Structure, Computer Organization & Architecture, Computer Graphics, Data Mining, Big Data Technologies, and Artificial Intelligence.

Bachelor of Engineering in Electronics and Communication Engineering. Coursework covered core programming, mathematics, computer systems, and analytics-related topics such as data mining and AI.