Hi, I'm Mahendar Byra

I'm a passionate Software Developer and Data Science enthusiast.
I love solving real-world problems using code and data.

About Me

I'm Mahendar, an enthusiastic software developer and data science lover.

I enjoy building solutions and learning new technologies to solve complex problems.

Experience

Firmware Intern – Marvell Technologies

July 2024 – Present

  • SoNiC: Complete understanding of SoNiC network OS and its underlying protocols.
  • sonic-vs: Configured SoNiC OS on a virtual switch environment.
  • sonic-vpp: Integrated SoNiC with Vector Packet Processing (VPP).
  • SoNiC-DASH: Contributing to the development of the SoNiC-DASH open-source project.

Summer Intern – University of Hyderabad

June 2024 – July 2024

  • Worked on machine translation using various language models, including pre-trained models.
  • Performed data conversions for multiple language model types.
  • Trained both Statistical and Neural Machine Learning models for translation tasks.

Projects

ML, DL & Computer Vision

  • Early Detection of NAFLD: Deep learning model for liver disease detection using ultrasound images.
  • Chest X-ray Classification: Classified X-ray images into COVID-19, Pneumonia, and Normal using CNNs.
  • Log Anomaly Detection: Federated deep learning pipeline using BERT for system log anomaly detection.
  • ML Exploration: Applied supervised and unsupervised ML techniques on various datasets.
  • ML Project Suite: Regression models for predicting student grades and employee salaries.

NLP Projects

  • Text Analysis: Word-level and character-level linguistic analysis for English and Hindi.
  • Language Generation: Text generation models at both character and word levels.
  • Text Classification: Sentiment and sarcasm detection using transformer-based models.
  • Machine Translation: English-to-Telugu translation with MarianMT and custom models.

Data Analysis

  • Netflix Duration Analysis: EDA on movie durations across genres using Pandas, Matplotlib, and Seaborn.
  • Oldest Businesses Worldwide: Identified and visualized the world’s oldest companies by continent.

Systems & Compiler

  • Electricity Billing System: Java Swing-based GUI application for managing utility bills.
  • Group Chat Application: Terminal-based chat using sockets and multithreading in C.
  • SQL Compiler: MySQL subset compiler built with Lex and Yacc demonstrating all compiler phases.

Web Development

  • Grocery Store: Full-stack application with user authentication and inventory management.
  • Event Management System: Web app to manage event scheduling, registration, and feedback.
  • Classroom Booking System: Interface for managing classroom reservations in academic institutions.

Skills

Programming Languages

Python, Java, C, C++, Prolog

Web Development

HTML, CSS, JavaScript, Ajax, JQuery, Java Servlets, PHP

Machine Learning & AI

Machine Learning, Deep Learning, Neural Networks, NLP, Computer Vision, Image Processing, Data Science, Data Analysis

Database Technologies

MySQL, Hadoop, DBMS

Tools & Platforms

Git, GitHub, Docker, Linux

Technical Coursework

Data Structures and Algorithms, OOPs, DBMS, Problem Solving, Agile, SDLC, Network Programming

Education

Integrated M.Tech in Computer Science – Hyderabad Central University, Hyderabad

Dec 2020 – Jun 2025, Telangana

CGPA: 9.12

Senior Secondary (XII) – Sri Chaitanya Junior College, Hyderabad

June 2018 – March 2020, Telangana

Percentage: 98.4%

Certifications & Trainings

  • Computer Vision with OpenCV – Udemy
  • Neural Networks and Deep Learning – Coursera
  • NLP in TensorFlow – Coursera
  • Python – DataCamp, Kaggle
  • Introduction to Statistics in Python – DataCamp
  • Machine Learning with Python – Cognitive Classes, DataCamp
  • SQL – HackerRank
  • Problem Solving – HackerRank

Achievements

  • Awarded the MCT Scholarship for academic excellence after 10th grade.
  • Secured AIR 3874 in GATE CS 2024.
  • Secured AIR 19654 in JEE Mains 2020.
  • Secured 2099th Rank in TS EAMCET 2020.

My Resumes

Get in Touch

Feel free to reach out if you'd like to work together or just want to chat about tech!