Antaripa Saha
@antaripasaha
Applied Scientist at DataFacade
Agartala, India
Antaripa Saha is an Applied Scientist with experience in developing advanced Generative AI and ML pipelines. Expertise includes building RAG systems, optimizing LLMs, and developing recommendation engines for news platforms. He has a strong background in NLP, including creating NER models for Indic languages, and is proficient in Python, SQL, and various deep learning frameworks.
Experience
Applied Scientist
DataFacade
Worked on the core ML pipeline of the platform involving data collection, preprocessing, and training pipelines for LLM. Optimized and engineered prompts efficiently, building prompt flow and A/B testing pipelines. Built hybrid search model (keyword and semantic) and production-ready RAG pipeline. Designed end-to-end pipeline for multiple features, including unit testing and API delivery.
Associate Machine Learning Engineer
VerSe Innovation - DailyHunt
Built candidate generator model for recommendation using ALS. Developed automated pipelines for news article enrichment, creating workflows and DAGs. Worked on page diversity recommendation logic. Created in-house named entity recognizer using CRF model for 11 Indic languages. Leveraged knowledge graph from DBpedia and wikidata for entity linking and named entity disambiguation.
ML Intern
Feynman
Developed a job recommendation system matching JDs with candidate resumes and vice versa. Created custom NER using spaCy to extract major candidate information from resumes.
Education
National Institute of Technology Agartala
Bachelor of Technology
Electrical Engineering