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
Mysore08-2022
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
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