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Assistant Manager-Data Science-Gen AI Engineer at EXL – Noida | Jobyssey

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Assistant Manager-Data Science-Gen AI Engineer

Assistant Manager-Data Science-Gen AI Engineer

EXL · Noida, Uttar Pradesh, India · 7 months ago

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Work mode: Hybrid
Category: Data science
Experience: 3+ years

ai aws azure cloud computer-vision deep-learning fine-tuning langchain llm neural-networks nlp

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solution-design

Manages overall team performance Develop AI solution based on deep learning/ Neural network/ NLP/ computer vision to extract the content from the documents/video/ images

Use Large Language Models (LLMs) – Both commercial and free to solve problems.
Have technical experience working with:
- Ollama
- Yolo
- Rasa
- Langchain
- Paddle OCRto ensure SLA targets are met

Develop AI solution based on deep learning/ Neural network/ NLP/ computer vision to extract the content from the documents/video/ images
Use Large Language Models (LLMs) – Both commercial and free to solve problems.
Have technical experience working with:
- Ollama
- Yolo
- Rasa
- Langchain
- Paddle OCR
Have working experience in following kind of tasks:
- Content extraction, like address extraction from invoice documents
- Intent classification and NER
- Image classification and OCR
Prepare custom neural network architecture and train deep learning networks
Integrate AI solutions with real-time applications and deploy them both on on-premise and cloud (AWS, Azure)
Validate the model and fine-tuning the model on continual basis
Data Imputation & Cleansing through industry best statistical practices
Exploratory Data Analysis with Python to understand the summary statistics, distribution of the dataset, detection of outlier / influencing observations etc.
Ensuring the solution design are aligned with architecture standards
Research on latest computer vision techniques and apply them in client scenarios
Perform code integration and code review both on performance and stress testing
Ensure timely completion of assigned tasks as per the Project Plan

Highlight Risk and Issues throughout the project life cycle to respective Project Manager

Bachelor Degree 3-4 Year AI development experience