Srinath Reddy

computer vision engineer

Alluvium IOT Solutions private limited•  September 2023 - Present

Computer vision engineer for cutting edge Applications to detect and extracting the features and train the models and evaluating. Design system architecture to ensure that the software is scalable, reliable, and efficient. ● object detection using deep learning. ● Enhancing the resolution and quality of a low-resolution image, often by generating a higherresolution version of the input image. ● Process the segment image and extract the features and save the data in AWS and mongoDB and DynamoDB.

Software Engineer

Syatem controls technology solutions private limited•  March 2023 - August 2023

Skills: • Strong understanding of computer vision and machine learning techniques • Experience with programming languages such as Python and C++ • Experience with ML frameworks and libraries such as TensorFlow, Keras, OpenCV and scikit-learn • Familiarity with web scraping techniques and tools such as BeautifulSoup and Python Selenium • Understanding of system architecture design and development principles • Excellent communication and teamwork skills. Responsibilities: • Design and develop computer vision and tracking software using various tools and libraries. • Design system architecture to ensure that the software is scalable, reliable, and efficient • Train computer vision models using OpenCV C++ ML model, optimization and hyperparameter tuning. • Write workflows to automate data collection, model training, Testing , making the development process more efficient. • UI development using PyQt5 and node.js for Streaming Video(Image processing), Graphs. • version control for Code review. • Client and Server Operation using Different languages(Python, C++ and node.js). • Implemented Image processing technique using Cpp Cmake(Boost , Poco , Spdlog , RapidJSON).

Software Engineer

Kalvet technologies llp•  November 2021 - February 2023

Skills: • Strong understanding of computer vision and machine learning techniques • Experience with programming languages such as Python and C++ • Experience with ML frameworks and libraries such as TensorFlow, Keras, OpenCV and scikit-learn • Understanding of system architecture design and development principles • Excellent communication and teamwork skills. Responsibilities: • Design and develop computer vision and tracking software using various tools and libraries. • Design system architecture to ensure that the software is scalable, reliable, and efficient • Train computer vision models using machine learning techniques such as deep learning, optimization and hyperparameter tuning. • Write workflows to automate data collection, model training, and Testing processes, making the development process more efficient. • UI development using PyQt5 and node.js for Streaming Video(Image processing), Graphs , Excel sheet and display of the Values. • version control for Code review. • Client and Server Operation using Different languages(Python and C++). • Implemented Image processing technique using Cpp Cmake(Boost , Poco , Spdlog , RapidJSON). • Implemented apis for Controlling Machine vision cameras(Basler). • Operating Hardware using copley controller.

Annamacharya Institute of Technology and Science,Rajampet

Electrical Engineering, B.Tech•  July 2015 - May 2018

I love my college