Prasanth Dustakar — Senior Software Engineer

Software Engineer | Samsung With a Masters in System Engineering, I have contributed to multiple projects involving Bigdata and Multi process Inter communication mechanisms. Before joining Samsung full-time, I gained valuable insights during internships at NCR Corporation and TECHTYCHON IT SOLUTIONS PVT.LTD., where I learned the importance of collaboration and agile methodologies in software development. As a software engineer at Samsung India, I find myself at the intersection of creativity and technology every day. My journey began with a spark of curiosity during my early internships, where I first delved into the world of coding and artificial intelligence. I’ve had the opportunity to work on exciting projects like developing Cyclic GANs that translate day images to night images. This experience not only honed my technical skills but also ignited my passion for pushing boundaries in AI. After joining fulltime, my work involves training multiple Object detector models and quantizing them compatible to mobile edge devices. Developing and deploying customized C++ and Java post-processing modules utilized in filtering model outputs tailored for specialized use cases improving precision and recall by 10%. In less than 2 years, I am able to handle three projects parallelly. Outside of work, I enjoy exploring tech communities online and engaging with fellow enthusiasts about emerging trends in AI & Devops. Whether it’s participating in hackathons or contributing to open-source projects, I’m always looking for ways to expand my knowledge and share ideas with others.If you'd like to get in touch: Email: dustakarprasanth@gmail.com Skills: Software Development Computer Vision Big Data Image Processing Agile Methodologies

Stackforce AI infers this person is a skilled AI and Full Stack Developer with experience in advanced machine learning applications.

Location: Hyderabad, Telangana, India

Experience: 2 yrs 9 mos

Skills

Computer Vision
Model Quantization
Machine Learning
Cloud Computing
Full Stack Development

Career Highlights

Engineered advanced AI models for edge devices.
Improved model performance by 30% using innovative techniques.
Developed full stack applications enhancing user experience.

Work Experience

Samsung India

Software Developer - Python, Pytorch, C++, Java, Computer Vision (2 yrs 9 mos)

Research Intern - Pytorch, Python, Keras, Image Translation (2 mos)

NCR Corporation

Project Intern - Devops, Python, Google Cloud, Docker (4 mos)

TECHTYCHON IT SOLUTIONS PVT.LTD.

Internship - Full Stack Development (0 mo)

Education

Master of Technology - MTech at IIIT Hyderabad

Bachelor's degree at Sreenidi Institute of Science &Technology

Prasanth Dustakar

Senior Software Engineer

Hyderabad, Telangana, India2 yrs 9 mos experience

Highly Stable

Key Highlights

Engineered advanced AI models for edge devices.
Improved model performance by 30% using innovative techniques.
Developed full stack applications enhancing user experience.

Stackforce AI infers this person is a skilled AI and Full Stack Developer with experience in advanced machine learning applications.

Contact

Skills

Core Skills

Computer VisionModel QuantizationMachine LearningCloud ComputingFull Stack Development

Other Skills

PythonC++JavaPytorchKerasTensorflowGoogle CloudDockerLSTMDeep LearningHTMLCSSBootstrapJavascriptSQL

About

Experience

2 yrs 9 mos

Total Experience

2 yrs 9 mos

Average Tenure

2 yrs 9 mos

Current Experience

Samsung india

2 roles

Software Developer - Python, Pytorch, C++, Java, Computer Vision

Aug 2023 – Present · 2 yrs 9 mos · Bengaluru, Karnataka, India · On-site

Engineered lightweight and quantized object detection models for edge devices, achieving a remarkable 40% improvement in processing speed during critical live demonstrations of advanced technology solutions.
Pioneered a novel quantization strategy that effectively shrank model sizes for seamless deployment on resource-constrained devices while enhancing overall application responsiveness significantly.
Accelerated model evaluation processes on mobile devices through innovative parallel processing optimization techniques that increased efficiency and reduced latency during real-time applications.
Developed and deployed customized C++ and Java post-processing modules tailored to filter model outputs for specialized use cases, improving accuracy by 20% in diverse operational environments.
Skills: Computer Vision, Model Quantization, Python, C++, Java

Computer VisionModel QuantizationPythonC++Java

Research Intern - Pytorch, Python, Keras, Image Translation

May 2022 – Jul 2022 · 2 mos · Bengaluru, Karnataka, India · Remote

Research and development on Cyclic GANs implemented for day image to night image translation.
Addition of semantic consistency loss for improving the GAN model performance by 30%.
Increasing the Quality of output images by incorporating a pre-trained SR Resnet model.
Skills: Pytorch, Keras, Python

PytorchKerasPythonMachine LearningComputer Vision

Ncr corporation

Project Intern - Devops, Python, Google Cloud, Docker

Jan 2020 – May 2020 · 4 mos · Hyderabad Area, India

Retail Sales Forecasting project (Using Recurrent Neural Networks) trained on Google collab and deployed on Google cloud platform.
A Long Shot Term Memory (LSTM) network for time series data analysis and
prediction of future sales with 13.2% MAE.
A cloud function wrapped as HTTP end point in google cloud AI environment making the use of model as a simple API call.
Skills: Tensorflow, Google Cloud, Docker, LSTM, Deep Learning

TensorflowGoogle CloudDockerLSTMDeep LearningMachine Learning+1