Summary
Overview
Work History
Education
Skills
PROJECTS
Certification
Accomplishments
Timeline
Generic
SUMA B D

SUMA B D

Mandya

Summary

As a dedicated software engineer with 2.1 years of hands-on experience in python, HTML, SQL, Deep learning development, I am seeking a challenging role where I can apply my skills in software design, coding, and testing to contribute to innovative projects. I am eager to work in a collaborative environment where I can continue to grow my technical expertise, solve complex problems, and enhance user experiences through scalable and efficient software solutions.

Overview

2
2
years of professional experience
1
1
Certification

Work History

Software Engineer at

BLP INDUSTRY.AI PRIVATE LIMITED
Bengaluru
09.2022 - 10.2024
  • Designed scalable ETL pipelines for data transformation and loading into warehouses
  • Developed and optimized Python applications and database queries for SQL/NoSQL systems.
  • Built convolutional neural networks (CNNs) for image classification (95% test accuracy).
  • Integrated AI/ML models into production using Docker and Gstreamer pipelines.
  • Collaborated with QA and front-end teams to ensure seamless software delivery.
  • Implemented testing frameworks and optimized computationally intensive ML algorithms.
  • Write efficient data processing scripts for analytics and business insights using libraries like Pandas and NumPy.
  • Utilize Docker for containerization to ensure consistency across different environments.
  • Write and optimize database queries for high performance, supporting both SQL and NoSQL databases.
  • Implement data augmentation and preprocessing techniques to enhance model generalization.
  • Employ testing frameworks and tools (e.g., Postman) to ensure software stability and reliability.
  • Using YOLOV5, train the model for different datasets.

Education

Bachelor of Engineering - Electrical And Electronics Engineering

GSSSIETW
Mysore
08-2022

Skills

  • Languages: Python, HTML, PyQt5
  • Frameworks: Flask, PyTorch
  • Libraries: Pandas, NumPy, OpenCV, Scikit-learn
  • Tools: Git, Docker
  • Databases: SQL, MongoDB
  • Cloud Platforms: Google Cloud Platform,Firestore
  • Testing: API Testing (Postman)
  • Protocols: MQTT, RTSP
  • Data Visualization: Matplotlib
  • Operating Systems: Windows, Ubunut
  • Machine Learning: Linear and Logistic algorithms
  • Deep learning: CNN, ANN
  • Other:QT Designer, MATLAB Basics, Networking Basics
  • Soft Skills: Communication, Team Collaboration, Problem-Solving, Time Management

PROJECTS

  • HUL - HALDIA : Developed object detection models using YOLOv5 with scalable AI alert systems for safety monitoring.
    Automated real-time alerts via integration with Trust AI and WhatsApp.
  • JSPL : Built Python scripts for FTP data extraction and transformation into GCP buckets.
    Implemented monitoring scripts to automate email alerts for missing data.
  • VEPT : Developed ETL workflows for data processing and real-time monitoring in GCP and Firestore.
  • VECV : Created edge applications for protocol configurations using PyQt5.
  • HUL - AMLI : Designed a dashboard for manual camera trigger mechanisms, achieving 90% accuracy improvement.

Certification

  • Python for Data Science and Machine learning Bootcamp - Udemy

Accomplishments

  • Enhanced ML model accuracy and optimized alert systems for large-scale industrial projects.

Timeline

Software Engineer at

BLP INDUSTRY.AI PRIVATE LIMITED
09.2022 - 10.2024

Bachelor of Engineering - Electrical And Electronics Engineering

GSSSIETW
SUMA B D