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Shikha Singh

@shikha

Senior Data Scientist at GetEdge.AI

Bengaluru

https://www.linkedin.com/in/shikha-singh-a77482169

GetEdge.AIGeorgia Institute of Technology

Shikha is an experienced data scientist specializing in Generative AI, Computer Vision, NLP, and NLU for SaaS products. She possesses 5 years of experience utilizing advanced techniques like GANs, VAEs, BERT, and Transformers for text generation and image synthesis. She has a proven track record of leading data science projects and delivering innovative solutions.

Experience

Senior Data Scientist

GetEdge.AI

•Oct 2023 - Present•Bengaluru

Lead and collaborate with a dynamic team to harness the power of Generative AI, delivering innovative solutions that exceed client expectations and drive transformative outcomes. Leveraging Generative AI in the tech hiring domain to address client challenges and enhance the recruitment process.

Data Scientist

DataWeave

•Jul 2020 - Jun 2023•Bengaluru

Key contributor in designing and developing Content Quality Product Suite which are integral parts of DataWeave products contributing to major share of revenue. Drive the interaction and partnership between the managers to ensure active cooperation in identifying as well as defining analytical needs, and generating the pull-through of insights with the business. Develop action plans to solve business problems by leveraging data science. Built end-to-end pipelines for data transfer across different teams. Delivered crucial international client projects using Machine Learning techniques.

Data Engineer

DataWeave

•Jul 2020 - Dec 2020•Bengaluru

Data Science Intern

DataWeave

•Jun 2019 - Jul 2020•Bengaluru

Data Science Intern

Emphasis Corp.

•Feb 2019 - Apr 2019•Bhopal

Freelancing in Data Science

Upworks

Freelance•Mar 2017 - Jan 2019

Education

Georgia Institute of Technology

MSCS Specialization in Machine Learning

Machine Learning

Jan 2023 - Present

Online MS Programme

Rajiv Gandhi Proudyogiki Vishwavidyalaya

B.Tech.

Computer Science and Engineering

Skills

Generative AI
Large Language Models (LLMs)
Large Multimodal Models (LMMs)
Stable Diffusion
GANs
VAEs
BERT
Transformers
NLP
NLU
Computer Vision
Object Detection
Segmentation
CNN
OpenCV
Image Processing
Deep Learning
ANN
RNN
LSTM
Bi-LSTM
Transfer Learning
Classification
Regression
Clustering
Apache Kafka
Kubernetes
Dockerization
Tensorflow Serving
ElasticSearch
Amazon Athena