Affordplan - Data / ML Engineer
3 weeks ago
Position: Data Engineer / ML
Experience: 4-10 years in ML/NLP
Location: Gurugram (5 days WFO)
About Company:
Affordplan is a new age fintech operating on the cusp of healthcare and finance. Headquartered in Gurgaon, Affordplan was born with a vision to solve for India's healthcare - improving access by improving affordability.
It's unique flagship product - Affordplan Swasth is a bouquet of offerings tailored for healthcare providers as well as healthcare seekers. Currently partnered with 150+ hospital across the country, Affordplan has an active footprint in 20+ cities with lakhs of patient families as its patrons.
Key Responsibilities:
- Implement BERT-based NER for document processing
- PDF ingestion and layout analysis
- Human-in-the-loop workflow development
- Data pipeline optimization
- Model training and deployment
- Integration with document processing service
Technical Skills:
- ML/NLP: Python, TensorFlow, PyTorch, Hugging Face
- Cloud ML: AWS SageMaker, Lambda
- Data Processing: Pandas, NumPy, Apache Spark
- Document Processing: PyPDF2, pdfplumber, Tesseract
- APIs: FastAPI, Flask
- Databases: MongoDB, S3
Must-Have:
- Experience with Named Entity Recognition
- Production ML deployment experience
Good to have:
- Understanding of healthcare data formats
- Healthcare document processing knowledge
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