SHIKHA CHAURASIA
New York
Summary
Experienced Senior Machine Learning Engineer with 9+ years of expertise in designing and deploying AI solutions, including NLP, computer vision, and real-time systems. Skilled in leveraging LLMs and GenAI for conversational AI and scalable model deployment on GCP, AWS, and IoT devices. Proficient in Python, TensorFlow, and PyTorch, with a strong track record of delivering impactful, data-driven solutions to enhance efficiency and user experience.
Overview
5
5
years of professional experience
Work History
Senior Machine Learning Engineer
Okta,Inc
Bangalore
01.2024 - Current
- Led the design and implementation of an end-to-end system for generating and explaining SCIM queries from natural language, ensuring seamless user interaction
- Owned the high-level design (HLD) and low-level design (LLD) for multi-turn conversational capabilities, enabling context-aware query refinement and execution
- Delivered the complete implementation of the project, integrating advanced natural language processing to improve accuracy and user experience
Lead Machine Learning Engineer
Neuralgo.
Bangalore
09.2023 - 01.2024
- Engineered a specialized Chatbot leveraging GenAI, enhancing delivery service communication
- Designed an automated email processing system leveraging Microsoft Graph API, Power Automate, and AWS SES, with metadata integration via SQS and PostgreSQL
Senior Machine Learning Engineer
ShareChat
Bangalore
04.2022 - 12.2022
- Developed a real-time duplicate video detection application
- Optimized features to increase the app's retention rate
Senior Machine Learning Engineer
FICO
Bangalore
06.2021 - 04.2022
- Developed Font Anomaly Detection using the Siamese network to classify the anomaly
- Developed Invoice Data Extraction model using BERT
- Developed Hologram Detection model using TensorFlow object detection 2.0 Algo
Senior Machine Learning Engineer
Robert Bosch
Bangalore
03.2020 - 06.2021
- Developed an end-to-end solution for counting all 4-wheelers and 2-wheelers entering and exiting from the parking area using the Yolov3 model
- Deployed the model in IOT device i.e Jetson nano Nvidia board
- Implemented the GAN model to generate more handwritten data
- Developed the Real-time Face Recognition model to verify the operator concerning their operation in a manufacturing plant using VGG Face
- Deployed the model in an IOT device i.e Raspberry Pi
Education
Bachelor of Technology - COMPUTER SCIENCE AND ENGINEERING
Uttar Pradesh Technical University
INDIA01.2015
Skills
- Python
- LLM Model
- GenAI
- TensorFlow
- Pytorch
- Keras
- Computer Vision
- Deep Learning
- Docker
- FastAPI
- GCP
- AWS
- Communication
- Team collaboration
Websites
Timeline
Senior Machine Learning Engineer
Okta,Inc
01.2024 - Current
Lead Machine Learning Engineer
Neuralgo.
09.2023 - 01.2024
Senior Machine Learning Engineer
ShareChat
04.2022 - 12.2022
Senior Machine Learning Engineer
FICO
06.2021 - 04.2022
Senior Machine Learning Engineer
Robert Bosch
03.2020 - 06.2021
Bachelor of Technology - COMPUTER SCIENCE AND ENGINEERING
Uttar Pradesh Technical University
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