Swapnanil Biswas
@swapnanilbiswas
I build machine learning and backend projects that automate fraud detection and lead generation.
IndiaWhat I'm looking for
I've built and deployed an end-to-end credit card fraud detection system for highly imbalanced data, covering preprocessing, model training, and evaluation in Python.
During my Machine Learning internship at Ardent, I applied industry practices for class imbalance and evaluated model performance beyond simple accuracy under the guidance of the engineering team.
I also built an automated email lead-generation pipeline using Python, MongoDB, and REST APIs. Its modular scraper and extractor collect company data, while an AI-driven module generates personalized outreach emails.
I'm pursuing a B.Tech. in Computer Science and Engineering with a Data Science specialization, supported by hands-on work in Java, Spring Boot, data structures, algorithms, and object-oriented programming. I continue building through hackathons and backend and data science certifications.
Experience
Work history, roles, and key accomplishments
Machine Learning Intern
Ardent
Built a credit card fraud detection system using machine learning on a highly imbalanced dataset, covering data preprocessing, model training, and evaluation. Applied industry practices for handling class imbalance and evaluating model performance beyond simple accuracy.
Education
Degrees, certifications, and relevant coursework
Future Institute of Engineering and Management
B.Tech., Computer Science and Engineering (Data Science)
2023 -
Grade: CGPA: 7.15
Pursuing a B.Tech. in Computer Science and Engineering with a specialization in Data Science, expected to graduate in June 2027.
West Bengal Council Of Higher Secondary Education
Higher Secondary (Class XII), General
Grade: 62%
Completed Higher Secondary education in March 2023 with a score of 62%.
Council for the Indian School Certificate Examinations
Secondary (Class X), General
Grade: 86%
Completed Secondary education in May 2021 with a score of 86%.
Udemy
Complete Machine Learning and NLP Bootcamp - Python and Fundamentals of Data Science, Data Science
Completed a bootcamp covering Machine Learning, NLP, Python, and fundamentals of data science.
Udemy
Spring 7 and Spring Boot 4 - Microservice and Backend Development using REST API Fundamentals, Backend Development and Data Science
Completed certifications in Spring and Spring Boot for microservice and backend development, and in Machine Learning and NLP with Python.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
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