About
Graduate of Computer Science and Information Technology from Bhaktapur Multiple Campus (Batch 2075), Nepal. Passionate about building intelligent systems and automating complex workflows.
Machine Learning & RPA Developer
"Progress is possible only if we train ourselves to think about programs without thinking of them as pieces of executable code." - Edsger W. Dijkstra
- Phone: +977 9861841779
- Email: aayaan.gautam1999@gmail.com
- City: Bhaktapur, Nepal
- Degree: B.Sc. CSIT Graduate
I specialize in developing end-to-end automation solutions and predictive models. My focus is on writing clean, efficient code that solves real-world problems.
Skills
My technical toolkit covers everything from backend development to advanced data analytics.
Programming
Web Tech
Backend
Databases
Cloud & DevOps
ML & Data Science
Tools & Platforms
Soft Skills
Languages
Experience
Professional Experience
Software Engineer
Jan 2024 - Present
QuickFox Consulting
- Designed and implemented RPA solutions to streamline banking operations for Nepal Bank, NMB Bank, Prime Bank, and Everest Bank.
- Leveraged core banking systems like Pumori and Finacle for seamless software integration.
- Automated critical processes including loan processing, account management, and compliance reporting using ETL software bots.
Associate Software Engineer
June 2023 - Dec 2023
QuickFox Consulting
- Utilized Elastic Stack (Kibana, Logstash, Elasticsearch) for advanced data analysis and visualization.
- Automated repetitive tasks using RPA and Selenium, significantly improving operational efficiency.
- Developed AI models for table detection in financial documents and applied OCR for high-accuracy information extraction.
Software Engineering Intern
April 2023 - June 2023
QuickFox Consulting
- Gained expertise in RPA using Selenium, Robot Framework, UiPath, and Blue Prism.
- Developed a Nepali Sign Language Detection project using Computer Vision and OCR algorithms.
- Implemented ML models (Linear Regression, Random Forest, etc.) and mastered libraries like NLTK, NumPy, Pandas, and PyTorch.
Projects
A showcase of my recent work in Machine Learning and Software Development.
Movie Recommendation System
Python, NumPy, Pandas, Scikit-Learn
Content-based filtering using Bag of Words and Count Vectorizer. Streamlit-powered web interface.
Laptop Price Prediction
Python, Scikit-Learn, Random Forest
Predictive model built after rigorous EDA and feature engineering. Random Forest Regressor yielded best results.
Spam Email Classifier
Python, NLTK, Machine Learning
Text classification model to identify spam emails using Bag of Words and comparative ML algorithm analysis.
Services
Expertise I bring to your projects.
Computer Vision
Advanced image processing, real-time object detection, and visual intelligence using OpenCV and Deep Learning.
RPA Development
Designing and deploying sophisticated bots to automate repetitive business processes and boost efficiency.
Machine Learning
Building state-of-the-art predictive models and data-driven algorithms tailored for complex decision-making.
Backend Architecture
Developing scalable, secure, and high-performance server-side systems using Python and .NET ecosystems.
Data Intelligence
Architecting high-speed web scrapers and data extraction pipelines to turn raw data into actionable insights.
Neural Networks
Implementing deep neural architectures for natural language processing, computer vision, and AI innovation.
Contact
Have a project in mind? Let's talk.
Location:
Bhaktapur, Nepal
Email:
aayaan.gautam1999@gmail.com
Call:
+977 9861941779