Bangalore, Karnataka, India
Information Technology
Full-Time
Congruent Software Inc.
Overview
Location: Chennai
Experience: 4-6 years in ML/NLP, preferably in document-heavy domains (finance, legal, policy)
Key Responsibilities
Experience: 4-6 years in ML/NLP, preferably in document-heavy domains (finance, legal, policy)
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.
- Languages: Python, SQL
- AI/ML/NLP: Hugging face transformers, OpenAI API, Spacy, Scikit-Learn, LangChain, RAG, LLM prompt-tuning, LLM fine-tuning
- Vector Search: Pinecone, Weaviate, FAISS
- Data Engineering: Airflow, Kafka, OCR (Tesseract, pdfminer)
- MLOps: MLflow, Docker
Similar Jobs
View All
1 Day ago
Senior Software Engineer, AI/ML, GCP
Information Technology
- Thiruvananthapuram, Kerala, India
Google Cloud's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. We're looking for engineers who bring fresh ideas from all areas, including ...
1 Day ago
Software Engineer III, Mobile (iOS), Google Photos
Information Technology
- Thiruvananthapuram, Kerala, India
Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond w...
1 Day ago
Software Engineer III, Full Stack, Core
Information Technology
- Thiruvananthapuram, Kerala, India
Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond w...
1 Day ago
Associate Software Developer - Internship
Information Technology
- 5000 - 15000 INR - Monthly
- Thiruvananthapuram, Kerala, India
About the internship:Selected intern's day-to-day responsibilities include: 1. Collaborate with the development team to design and implement innovative software solutions. 2. Write clean, efficient, and maintainable code using the latest technologie...
1 Day ago
Software Engineer III, Mobile, Google Photos
Information Technology
- Thiruvananthapuram, Kerala, India
Google's software engineers develop the next-generation technologies that change how billions of users connect, explore, and interact with information and one another. Our products need to handle information at massive scale, and extend well beyond w...
1 Day ago
Senior iOS Application Developer - SWIFT/Objective C
Information Technology
- Thiruvananthapuram, Kerala, India
DescriptionKey Responsibilities : Design, develop, and maintain advanced applications for Apples iOS platform. Collaborate with UI/UX designers to define and refine app features and user experiences. Ensure the performance, quality, and responsiv...
1 Day ago
Senior AI Engineer
Information Technology
- Thiruvananthapuram, Kerala, India
Company OverviewMilestone Technologies is a global IT managed services firm that partners with organizations to scale their technology, infrastructure and services to drive specific business outcomes such as digital transformation, innovation, and ...
1 Day ago
RBHU Analytics - Data Scientist - R/Python
Information Technology
- Thiruvananthapuram, Kerala, India
About UsRBHU ETG Pvt. Ltd. is a forward-looking company specializing in Data, AI, and Analytics. We believe in pushing boundaries through data-driven solutions, innovation, and continual learning. Our culture is built on collaboration, mentorship, a...
Talk to us
Feel free to call, email, or hit us up on our social media accounts.
Email
info@antaltechjobs.in