Company Description
Saguna Consulting Services is a company of builders, visionaries, and strategists dedicated to helping businesses anticipate, capture, and accelerate their digital transformations. Based in Irvine, CA, with offices in India, we stand at the intersection of cutting-edge technology and our commitment to enhancing human experiences. Our expertise includes Mobile Application Development (Native, Xamarin), Cloud Infrastructure and Architecture (AWS, Azure), Custom Web Application Development (.Net, Java), and QA and Testing as a Service (Manual, Automation). We focus on solutions that consider the unique needs of each business.
AI Engineer
Role : AI / ML Engineer
Location : Remote
Experience : 6+ years
Engagement : Contract / 5-6 Hours a day
Responsibilities :
- Design and implement core components of the product— including DL algorithms, knowledge distillation, reinforcement, and engagement scoring.
- Develop and fine-tune NLP models for intent detection, sentiment analysis, and relationship scoring.
- Integrate AI models with both on-device (TensorFlow Lite) and cloud-based inference pipelines .
- Collaborate with DevOps and Backend teams to productionize models using MLOps best practices .
- Build efficient training, validation, and deployment pipelines on AWS / GCP .
Required Skills :
Proficient in Python , TensorFlow / PyTorch , and Transformers (Hugging Face) .Proficiency in AWSExperience with Natural Language Processing and Conversational AI .Understanding of knowledge graphs , vector databases (Pinecone / Milvus) , and Neo4j .Familiar with MLOps frameworks (Kubeflow, MLflow, SageMaker).Strong foundation in mathematics, embeddings, and scoring algorithms .Nice to Have :
Experience building on-device AI using TensorFlow Lite or NNAPI .Familiarity with multi-modal data (text + metadata + relationship graphs).