Affordplan - Data / ML Engineer

3 weeks ago

Gurugram, India Nexthire Full time

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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