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Key Responsibilities:
Data Ingestion and Preprocessing: Ability to build and maintain data pipelines to ingest unstructured data from PDFs, gazettes, HTML circulars etc. and process data extraction, parsing, and normalization
NLP & LLM Modeling: Ability to fine-tune or prompt-tune LLMs for summarization, classification, and change detection in regulations. Ability to develop embeddings for semantic similarity.
Knowledge Graph Engineering: Ability to design entity relationships (regulation, control, policy) and implement retrieval over Neo4j or similar graph DBs.
Information Retrieval (RAG): Ability to build RAG pipelines for natural language querying of regulations.
Annotation and Validation: Ability to annotate training data by collaborating with SMEs and validate model outputs
MLOps: Ability to build CI/CD for model retraining, versioning, and evaluation (precision, recall, BLEU, etc.)
API and Integration: Ability to expose ML models as REST APIs (FastAPI) for integration with product frontend.
Being a single source for technology needs, Congruent is a global IT services company with 18 years of experience specialized in providing IT consulting services. Headquartered in Washington, USA, with a huge offshore development facility in Chennai, India (ISO -9001 certified), supporting it’s customers worldwide.
The unique combination of industry knowledge, real-world experience and cost-effective service offerings has lifted Congruent to evolve as one of leading technical solutions providers in Washington State. Evidencing the fact said, Congruent has been recognized by Puget Sound Business Journal as one of the top 100 fastest growing private companies in Washington State for the past five years in a row (2001, 2002, 2003, 2004 and 2005) and has been selected by Washington CEO magazine as one of the 25 best small companies to work for in Washington State in 2002.
Congruent is a Microsoft Gold Certified Partner serves customers worldwide.
To know more about us, visit www.congruentindia.com
Job ID: 134342429
