KreditBee - AI/ML Engineer - Document Intelligence
KrazyBee Services Limited
Date: 3 hours ago
City: Bengaluru, Karnataka
Contract type: Full time
Key Responsibilities
- Model Development & Fine-tuning : Lead the selection, architecture, and fine-tuning of LLMs for high-accuracy document classification and data extraction from unstructured sources.
- End-to-End Extraction Pipelines : Design and optimize workflows to extract structured data from diverse documents such as GST certificates, Udyam registrations, FSSAI licenses, and property-related legal documents.
- Performance Evaluation : Conduct rigorous end-to-end analysis and result metric evaluation (e.g., Precision, Recall, F1-score) to ensure model reliability across production batches.
- OCR Integration : Collaborate with engineering teams to integrate central OCR services and refine extraction keys for specific business release cycles.
- Production Deployment : Build and maintain high-performance REST APIs and microservices using Python (FastAPI/Flask) within AWS environments.
- Advanced AI Tasks : Implement techniques for resolving name variations, identifying corporate hierarchies, and normalizing unstructured text from SMS and bureau records.
- Experience : 2 - 4 years of hands-on experience in AI/ML engineering, with a proven track record in document intelligence or specialized NLP.
- LLM Expertise : Demonstrated experience fine-tuning LLMs (e.g., Llama, Mistral, BERT-based architectures) for classification and information extraction tasks.
- Technical Stack : Strong proficiency in Python, including data handling libraries like Pandas and NumPy, and ML frameworks such as PyTorch or TensorFlow.
- Production Knowledge : Familiarity with CI/CD pipelines, MLOps, Docker, Kubernetes, and cloud platforms like AWS (specifically Lambda or EC2-based API deployments).
- Database Proficiency : Solid understanding of SQL (MySQL) and NoSQL databases for handling large-scale document metadata.
- Education : BE/Btech in Computer Science from Tier1 colleges.
How to apply
To apply for this job you need to authorize on our website. If you don't have an account yet, please register.
Post a resumeSimilar jobs
IT Procurement Platform Specialist (f/m/x)
Sii Poland,
Bengaluru, Karnataka
1 hour ago
We are looking for an experienced IT Procurement Platform Specialist to join the Finance & Procurement IT team and support global procurement systems for WSA. In this role, you will be responsible for supporting the implementation, rollout, configuration, and maintenance of the Zycus procurement platform across all WSA entities.You will combine hands-on technical and operational support with procurement system configuration,...
Tech Lead Manager, Software Engineering
EarnIn,
Bengaluru, Karnataka
1 hour ago
ABOUT EARNINAs one of the first pioneers of earned wage access, our passion at EarnIn is building products that deliver real-time financial flexibility for people living paycheck to paycheck. Our community members access their earnings as they earn them, with options to spend, save, and grow their money without mandatory fees, interest rates, or credit checks. We’re fortunate to have...
Linux Kernel Engineer with Coresight experience
Qualcomm,
Bengaluru, Karnataka
1 day ago
CompanyQualcomm India Private LimitedJob AreaEngineering Group, Engineering Group > Software EngineeringGeneral SummaryAs a leading technology innovator, Qualcomm pushes the boundaries of what's possible to enable next-generation experiences and drives digital transformation to help create a smarter, connected future for all. As a Qualcomm Software Engineer, you will design, develop, create, modify, and validate embedded and cloud edge software, applications, and/or...
