Overview
Work History
Education
Skills
Projects
Certificates And Achievements
Coursework
Certification
Accomplishments
Timeline
Generic

Mohana N

Bangalore

Overview

1
1
Certification
3
3
years of professional experience

Work History

Software Developer

L&T Finance Limited
Bangalore
07.2025 - Current
  • Developed and maintained enterprise applications using Java, Spring Boot, .NET Core, and Angular.
  • Designed and implemented RESTful APIs for seamless communication between frontend and backend services.
  • Developed responsive user interfaces using Angular, integrating backend APIs for real-time data processing.
  • Built and enhanced microservices to improve application scalability and maintainability.
  • Wrote optimized SQL queries and performed database operations for improved application performance.
  • Debugged, tested, and resolved production issues, enhancing system reliability and user experience.
  • Followed software engineering best practices including clean code, documentation, and code reviews.

AI-Powered Data Simulation Intern

Vidhyasangam E-Learning Solutions Pvt. Ltd.
03.2025 - 05.2025
  • Investigated AI-generated hallucinations in models including ChatGPT, Copilot, and Gemini, analyzing implications for model reliability.
  • Developed parameterized test data generators for Customers, Orders, and Promotions.
  • Built REST APIs for PostgreSQL integration, facilitating seamless data interactions between backend and UI frontend.

Data Science and Machine Learning Intern

YBI Foundation
09.2023 - 10.2023
  • Developed machine learning models for data analysis and predictive insights.
  • Created predictive models through data preprocessing and visualization to support data-driven decision making.
  • Developed real-time ML projects using pandas, scikit-learn, and matplotlib to enhance data analysis capabilities.
  • Assisted in data preprocessing and feature engineering tasks for various projects.
  • Collaborated with team members to refine algorithms and improve model accuracy.

Education

Bachelor of Engineering - Computer Science and Engineering

M S Ramaiah Institute of Technology
Bangalore, India
05-2025

Skills

Programming languages: Java, C#, Python, C/C, JavaScript, SQL

Backend development: Spring Boot, NET Core, REST APIs, Microservices, Nodejs

Frontend development: Angular, Reactjs, HTML5, CSS3

Databases: MySQL, PostgreSQL, MongoDB

Tools and platforms: Git, GitHub, Docker, Postman, VS Code, Visual Studio, PyCharm

AI and machine learning: Scikit-learn, Pandas, NumPy, TensorFlow, NLP, Large language models (LLMs)

Concepts: Object-oriented programming (OOP), Data structures and algorithms, Agile methodologies, SDLC

  • API development

Projects

  • Oral Cancer Prediction (Hybrid Neural Network), Python, Flask, React, Angular, Designed a CNN-RNN model achieving 98% accuracy for oral cancer detection using clinical image data. Built a web interface with React/Angular for real-time prediction via Flask backend APIs.
  • Event Management Application, Spring Boot, MySQL, Maven, Built a CRUD web app with login, event tracking, feedback system, and admin dashboard. Integrated MySQL and exposed services via RESTful APIs using Spring Boot.
  • Dark Web Intelligence System, Python, Flask, DistilBERT, React, PostgreSQL, Built a threat detection system using NLP and fine-tuned DistilBERT to classify phishing, malware, fraud. Scraped .onion dark web forums, stored data in PostgreSQL, and built React dashboard with email alerts.

Certificates And Achievements

  • Cloud Computing, Simplilearn, 2023
  • Programming with Python, University of Michigan, 2024
  • IEEE STEM Outreach Organizer, Awareness Program Coordinator, IEEE MSRIT, 2024-2025
  • DECA Core Member, Kannada Rajyotsava, MSRIT, 2023-2025
  • Applied Software Engineering Fundamentals, IBM, 2025

Coursework

  • Data Structure and Algorithms
  • Operating Systems
  • Database(DBMS)
  • OOPS Concepts
  • AI and ML
  • Web Development
  • Computer Network
  • Devops

Certification

  • Cloud Computing — Simplilearn (2023)
  • Data Science & Machine Learning Internship Certificate — YBI Foundation (2023)
  • Programming for Everybody (Python) — University of Michigan, Coursera (2024)
  • Applied Software Engineering Fundamentals — IBM (2025)

Accomplishments

  • Co-author of two research publications.
  • IEEE STEM Outreach Organizer (2024–2025).
  • DECA Core Member (2023–2025).

Timeline

Software Developer

L&T Finance Limited
07.2025 - Current

AI-Powered Data Simulation Intern

Vidhyasangam E-Learning Solutions Pvt. Ltd.
03.2025 - 05.2025

Data Science and Machine Learning Intern

YBI Foundation
09.2023 - 10.2023

Bachelor of Engineering - Computer Science and Engineering

M S Ramaiah Institute of Technology
Mohana N