AI Engineer- StatusNeo

1 week ago

Bengaluru, India Nexthire Full time

Company- StatusNeo

Role- AI Engineer

Location- Bangalore, Gurugram

Roles and Responsibilities

Develop and maintain microservice architecture and API management solutions using REST and gRPC
for seamless deployment of AI solutions.
Collaborate with cross-functional teams, including data scientists and product managers, to acquire,
process, and manage data for AI/ML model integration and optimization.
Design and implement robust, scalable, and enterprise-grade data pipelines to support state-of-the-art
AI/ML models.
Debug, optimize, and enhance machine learning models, ensuring quality assurance and performance
improvements.
Familiarity with tools like Terraform, CloudFormation, and Pulumi for efficient infrastructure
management.
Create and manage CI/CD pipelines using Git-based platforms (e.g., GitHub Actions, Jenkins) to
ensure streamlined development workflows.
Operate container orchestration platforms like Kubernetes, with advanced configurations and service
mesh implementations, for scalable ML workload deployments.
Design and build scalable LLM inference architectures, employing GPU memory optimization
techniques and model quantization for efficient deployment.
Engage in advanced prompt engineering and fine-tuning of large language models (LLMs), focusing
on semantic retrieval and chatbot development.
Document model architectures, hyperparameter optimization experiments, and validation results using
version control and experiment tracking tools like MLflow or DVC.
Research and implement cutting-edge LLM optimization techniques, such as quantization and
knowledge distillation, ensuring efficient model performance and reduced computational costs.
Collaborate closely with stakeholders to develop innovative and effective natural language processing
solutions, specializing in text classification, sentiment analysis, and topic modeling.
Design and execute rigorous A/B tests for machine learning models, analyzing results to drive strategic
improvements and decisions.
Stay up-to-date with industry trends and advancements in AI technologies, integrating new
methodologies and frameworks to continually enhance the AI engineering function.
Contribute to creating specialized AI solutions in healthcare, leveraging domain-specific knowledge
for task adaptation and deployment.

About the company:

StatusNeo is a technology consulting firm founded in 2020, specializing in AI, cloud-native solutions, DevSecOps, and full-stack engineering. Headquartered in Gurugram, with a presence in the U.S., the company helps businesses innovate like startups and scale like enterprises. Recognized as a Great Place to Work, StatusNeo serves global clients with a strong focus on modern digital transformation and agile delivery.

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