Backend Engineer with less than a year in Python, SQL & Machine Learning
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Assessing your cultural and operational fit
Detail-oriented BCA graduate with a strong foundation in Python, SQL, and data analysis, along with hands-on experience in machine learning and backend development. Built and deployed projects involving predictive modeling and data-driven insights, achieving high accuracy and performance. Possesses strong problem-solving abilities, technical skills, and effective communication developed through both technical and customer-facing roles.
Yeti International College, Tribhuvan University
Bachelor of Computer Application · Computer Application
August 1, 2020 – June 30, 2025
Everest College
Management · Finance and Mathematics
June 1, 2018 – May 31, 2020
Tech Nirvana
Backend Developer Intern
October 1, 2025 – Present
India
White Hat Digital
Outbound Customer Service Representative
February 1, 2025 – September 1, 2025
India
Covid-19 classification model
January 1, 2025 – April 1, 2025
Developed a COVID-19 classification model to predict infection status as positive or negative based on user-reported symptoms, achieving an accuracy rate of 87%. Performed data cleaning and preprocessing, handling missing values and outliers, to ensure the dataset's quality and improve the model's prediction performance.
Sales Analysis with SQL
September 1, 2024 – December 1, 2024
Conducted comprehensive data analysis on a pizza sales dataset using MySQL Workbench, performing operations like data cleaning, JOINs, and aggregation to extract actionable insights. Demonstrated expertise in SQL by optimizing queries for performance and generating detailed reports to support data-driven decision-making.
Salary Prediction model
June 1, 2024 – September 1, 2024
Built a machine learning model using Python to predict salaries based on features like experience, education, and industry experience, achieving 92% accuracy. Preprocessed datasets, handled missing values, and optimized model settings to improve accuracy and performance.
Data Analytics bootcamp
Data Mites
March 21, 2024 – Present
Data Science with python
Broadway Infosys
February 18, 2024 – May 19, 2024
Cultural Fit Analysis
The candidate's project diversity, including machine learning models and data analysis, shows a breadth of interest beyond core backend development. The current internship as a Backend Developer aligns well with the target role. However, the limited professional experience in a dedicated backend role and the significant focus on data science/analytics in personal projects and certifications suggest a potential broader interest that might need to be aligned with a pure backend role.
Soft Skills & Operational Fit
The candidate demonstrates problem-solving, critical thinking, and communication skills, which are valuable for team collaboration and handling technical challenges. The customer service experience, while not directly technical, indicates an ability to engage with users and manage objections, which can translate to better understanding user requirements and handling support.