https://dream.weekday.works/redirectToHiringCopilotExtension/

Building TestCaseAutomationSuite: Advanced AI-Powered Test Generation

TestCaseAutomationSuite is a toolset designed to revolutionize the automation of Unit and API test case generation for Python-based projects. Leveraging the power of Large Language Models (LLMs) and built on the cutting-edge LangGraph framework, this suite showcases a sophisticated multi-agent architecture for generating comprehensive test cases.

Key Features:

- Utilizes state-of-the-art open-source models, including Llama 3.1 and Mistral 8x7B
- Implements a multi-agent system for intelligent test case creation
- Seamlessly integrates with any Python-based project repository
- Automates both Unit and API test generation, enhancing code quality and reliability

This project demonstrates proficiency in applying generative AI to solve real-world software development challenges, showcasing expertise in working with the latest advancements in AI and automation technologies.

Carelon Global Solutions (CGS) is a healthcare solutions company that is simplifying complex operational processes to improve the health of the healthcare system. Previously known as Legato Health Technologies, Carelon Global Solutions (hereinafter, CGS) underwent a name change and joined the Carelon family of brands in January 2023, as a fully owned subsidiary of Elevance Health. CGS brings together a global team of like-minded innovators who manage and optimize operational processes for health plans as well as providers. What’s unique about Carelon Global Solutions (CGS)? - Our clinical and operational expertise can meet the needs of health plans of any size.- Our 25,000+ strong diverse, multi-cultural team is equipped with deep experience in the health insurance and operational processes space.- We have access to the collective experience and expertise of a large healthcare organization and are able to bolster it with the agility and adaptability of a start-up.- We deliver cohesive, integrated and end-to-end experiences that advance whole-person health by leveraging intuitive quality controls, metrics-driven governance and exceptional customer service.Our brightest minds housed across our global headquarters in Indianapolis as well as Bengaluru, Hyderabad and Gurugram in India, Manila in the Philippines, Limerick in Ireland and San Juan in Puerto Rico bring with them innovative capabilities and an unmatched depth of experience. This global team uniquely positions CGS to enable scalable, next-generation platforms and specialized digital tools that make healthcare operations more practical, effective and efficient.

Teaching Assistant for Advanced Image Processing (E9 246) course

IKP Knowledge Park

BIRAC

Startup Karnataka

The Indian Institute of Science (IISc) was founded in 1909 as a result of the joint efforts of Jamsetji Nusserwanji Tata, the Government of India, and the Maharaja of Mysore. In 1886, Jamsetji Tata conceived of a university of science that would work for the benefit of India, and in 1898 created an endowment for establishing such an institution. The Government of India then took up the effort, and, in consultation with scientists in England and in India, decided to locate the Institute in Bengaluru, where the Maharaja of Mysore, Shri Krishnaraja Wodeyar IV, donated 372 acres of land. The Institute was formally vested in 1909, the foundation stone was laid in 1911, and the first batch of students started their studies in the same year.Over the last century, IISc has become the premier institute for advanced scientific and technological research and education in India. Beginning with 2 departments and 21 students in 1911, today IISc has 39 departments, units, or centres, 3500 students, and about 500 academic and scientific staff, supported by 600 administrative personnel. About 2200 students are in various PhD programs, almost 900 are enrolled for various Masters degrees, whereas about 400 are registered in the newly established, research oriented, four-year Bachelor of Science (Research) programme.In recent years, the Institute has vigorously promoted interdisciplinary research. New centres such as the CiSTUP, the Robert Bosch Centre for Cyber Physical Systems and a new Centre for Brain Research (funded by a large private endowment) are expected to conduct translational research in their respective areas, in order to better connect with industry and society. With the recent construction of modern buildings, acquisition of new research facilities, and induction of a large number of new faculty members, the Institute can look forward to an era of high productivity, increasing impact, and rising prominence in the world.

College offering multiple degrees & courses in engineering stream

Size Tag Authentication: 

This project involved building a tool for authentication of Customer Sneakers using the size tag of the sneaker

Outcomes:

- Developed an end-to-end computer vision pipeline for sneaker authentication using deep learning, incorporating segmentation (DeepLabv3+), depth estimation (Encoder-Decoder CNN), and 3D mesh reconstruction, achieving 99.5% accuracy (Delta1 metric) on synthetic data.
- Engineered a synthetic data generation system using Blender's Python API that produced 78,000+ training images with corresponding depth maps and segmentation masks, enabling robust model training without manual data collection.
- Built and optimized a custom depth estimation model achieving 8.1mm RMSE and 99.4% Delta1 accuracy, improving upon baseline metrics across 9 evaluation criteria including mean squared error and relative error.
- Implemented an automated tag unwarping system using Open3D for 3D mesh reconstruction and depth map-based correction, enabling downstream OCR-based authentication of sneaker tags.

Provider of product authentication solutions for retailers. They offer a device that helps with the authentication of luxury handbags. The device uniquely identifies and authenticates bags. It uses a patented authentication technology to uniquely identify and authenticate physical objects.

Provider of product authentication solutions for retailers

Data Science @ Carelon GS | MTech AI @IISc

Manish Aradwad

(Currently serving notice period)I work as an Associate Data Scientist at Carelon Global Solutions. Before that, I was a Computer Vision Research Intern at Entrupy. I have a Master’s in Artificial Intelligence from IISc, Bangalore.   I enjoy contributing to open source and nowadays I am learning about HPC(High Performance Computing) in my free time.