Shweta Umbarje
Development
Karnataka, India
Skills
Artificial Intelligence (AI)
About
SHWETA UMBARJE's skills align with Programmers (Information and Communication Technology). SHWETA also has skills associated with IT R&D Professionals (Information and Communication Technology). SHWETA UMBARJE has 9 years of work experience.
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Work Experience
Senior Engineer-Computer Vision Specialist
Bosch Global Software Technologies
July 2023 - Present
- BGSW one of the world's leading global suppliers of technology and services, offering end-to-end Engineering, IT, and Business Solutions. • Design and develop computer vision algorithms for tasks such as image recognition, object detection, segmentation, and tracking. • Implement machine learning models, including deep learning models, to analyze and interpret visual data. • Work with various image processing techniques to enhance and preprocess visual data for better analysis. • Train and fine-tune machine learning models using annotated datasets. • Address challenges related to real-world scenarios, such as variations in lighting, weather, and object appearance. • Document algorithms, methodologies, and experiments for future reference.
Consultant-Data Scientist
Capgemini
June 2021 - June 2023
- Capgemini is a global consulting and technology services company that offers a range of services, including those related to data science and analytics. • Explored and analyzed raw data to understand its characteristics and identified patterns. • Clean and pre-processed data to ensure its quality, accuracy, and readiness for analysis. • Identified and created relevant features from raw data to improve model performance. • Worked closely with domain experts, business analysts, and software engineers to understand business requirements. • Developed and implemented machine learning models for predictive and prescriptive analysis. Chosen appropriate algorithms based on the problem at hand and the characteristics of the data.
Data Scientist
LivNSense Technologies Ltd
December 2020 - June 2021
- LivNSense provides cloud and AI-based digital twin platforms for the manufacturing sector. It also provides smart workers' safety management solutions using AI. • Developed a Machine Learning pipeline for object detection task to build customizable fine-tuned models for a given dataset. • Bayesian optimization was used to choose the best training and model hyperparameters (anchor boxes, number of layers, activation functions, and learning rate and batch size). • Modeled speed and throughput on Intel systems were improved using the Open VINO model optimization toolbox. Lossless model quantization was performed, resulting in a 20x increase in inference speed.
Data Science Intern
Ihub IT Solutions Pvt Ltd
June 2020 - November 2020
- WFH due to Covid-19, India IHubs IT Services provides a comprehensive set of solutions using data science techniques that will be a driving force in client business. • Use machine learning, NLP, data mining and statistical techniques to develop innovative, scalable solutions for business problems. • Support the research and development of improvements in analytic techniques and capabilities.
Software Developer
Promact Infotech Pvt Ltd
January 2019 - March 2020
- Promact digital product development company providing consultation to client businesses through coding and programming cutting-edge technologies which turn their ideas into reality. • Participate in the entire development cycle (analysis, design, estimation, development, testing and deployment). • working as a Software Developer to support/develop Web applications, Mobile applications, software testing, debug codes to add the new features in existing project. • Understanding client requirements & functional specifications to develop/ maintain existing/new features, testing of new implemented features & inform about recent changes to the client. • Lead the entire development lifecycle right from concept stage to delivery and post launch support. Convey effectively with all task progress, evaluations, suggestions, schedules along with technical and process issues.
PHP Developer
Explicate Technologies Pvt Ltd
April 2017 - November 2018
- Explicate technologies provides web application, mobile app development and cloud services Explicate technologies provides web application, mobile app development and cloud services. • working as a Software Developer to support/develop Web applications, Provides Restful APIs for Mobile applications, resolve bug sheet of testing etc. • Enhance scalability, performance, and stability of existing infrastructure. Research & brainstorming on client requirements & its feasibility in the development without affecting quality. • Development of internal portals using PHP, HTML, CSS, JS & jQuery. Lead the entire web application development lifecycle right from concept stage to delivery and post launch support. • Coordinate with co-developers and keeps project manager well informed of the status of development effort and serves as a liaison between development staff and project manager.
Computer Instructor
IL&FS Services Pvt Ltd
July 2014 - March 2017
- IL&FS has several projects in different sectors including transportation, area development, e-governance, health initiatives, cluster development, finance, power, water and wastewater, urban infrastructure, environment, education. • Trained student for computer education at ICT (Information and Communication Technology) Lab. • Assist the school teachers in using educational e-content for Computer Aided Learning. I have trained more than 1200 student under this project.
Education
Indian Institute of Technology
Master of Technology
January 2020 - January 2023
