AI Pipelines Specialist

4 days ago


Guntur, Andhra Pradesh, India beBeeExpertise Full time ₹ 1,00,00,000 - ₹ 2,50,00,000

Job Title: AI Expert

Matrimony.com is seeking an experienced Artificial Intelligence Specialist to design and implement NLP pipelines, fine-tune open-source LLMs, and integrate LLMs into real-time products.

Key Responsibilities:
  • Design NLP pipelines for classification, named entity recognition, summarization, sentiment analysis, and question-answering tasks.
  • Preprocess and structure large-scale textual datasets using SpaCy, NLTK, or custom tokenizers.
  • Fine-tune and optimize open-source models (BERT, T5, GPT-style) using Hugging Face Transformers.
  • Integrate LLM APIs (OpenAI, Cohere, Hugging Face) into real-time applications and microservices.
  • Develop prompt strategies and evaluate prompt robustness; implement few-shot approaches where relevant.
  • Build retrieval + generation pipelines with vector databases (FAISS, Weaviate).
  • Deploy model endpoints (Flask/FastAPI), containerize with Docker, and collaborate on cloud deployment.
  • Monitor model performance, data drift, and user feedback; iterate based on metrics and qualitative signals.
Requirements:
  • Strong Python skills and experience with SpaCy, Transformers, and NLTK.
  • Hands-on experience fine-tuning/training Transformer models (BERT, T5, GPT variants).
  • Experience integrating LLM APIs and working with prompt engineering.
  • Familiarity with embeddings, attention, tokenization, and vector similarity (cosine).
  • Experience with vector databases such as FAISS, Weaviate.
  • Comfortable with Docker, Git, and REST API development.
  • Practical knowledge of evaluation metrics (BLEU, ROUGE, perplexity).
Preferred Qualifications:
  • Track record of shipping multiple production LLM/NLP systems end-to-end.
  • Strong system design skills (latency/cost tradeoffs, multi-tenant inference).
  • Mentoring/leadership experience and ownership of ML lifecycle (MLOps).
About Us:

Matrimony.com Ltd is a leading matchmaking and wedding services company listed on the BSE and NSE.

Why Join Us:

You will have the opportunity to work on cutting-edge AI projects, collaborate with talented professionals, and contribute to the growth of a rapidly expanding industry.


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