Innefu Labs
24 hours ago
About the job :
About the Company :
Founded in 2010, Innefu is an AI-driven R&D company focused on cutting-edge Data Analytics and Information Security solutions.
With over 100 installations across the Indian Subcontinent, Middle East, and Southeast Asia, we provide AI-powered solutions to defense, law enforcement, financial institutions, and Fortune 500 companies.
Our mission is to solve real-world security and data challenges through innovation and deep technical research.
About the Role :
We are looking for a passionate and curious LLM/NLP Engineer with ~1.5 years of hands-on experience in working with transformer-based models and natural language processing.
You will work under the guidance of senior engineers and contribute to the development, fine-tuning, and deployment of LLM-powered applications.
This is an excellent opportunity for someone early in their AI career who wants to work on real-world, large-scale NLP challenges involving retrieval systems, agentic workflows, and open-source LLMs.
On-site - NSP, Delhi
Job Type : Full-time (WFO)
Experience Required : ~2 Years
Qualifications :
- Bachelor's or Masters degree in Computer Science, Machine Learning, AI, or a related field.
- Candidates with relevant project experience or certifications in NLP/ML will also be considered.
Responsibilities :
- Assist in fine-tuning and deploying LLMs using transformer-based architectures (e.g., BERT, GPT, LLaMA).
- Contribute to the development of simple autonomous agents or chatbots using open-source tools.
- Support integration of vector databases (like FAISS or Milvus) for semantic search and memory storage.
- Work on LLM inference and basic optimization under guidance (e.g., batch inference, prompt tuning).
- Collaborate with the team on RAG pipelines and learn to integrate retrieval mechanisms into LLM workflows.
- Stay up to date with basic advancements in LLMs and NLP tools.
Required Skills :
- ~1.5 years of experience in NLP or machine learning projects (academic, research, or industry).
- Hands-on experience with transformer models using Hugging Face Transformers or similar libraries.
- Basic understanding of LLMs and fine-tuning techniques.
- Proficiency in Python, with experience using PyTorch or TensorFlow.
- Familiarity with vector databases (e.g., FAISS, Milvus) and basic semantic search.
- Good problem-solving skills and eagerness to learn advanced AI systems.
Preferred Skills :
- Exposure to agentic AI frameworks like LangChain, CrewAI, or LangGraph.
- Experience building REST APIs or Flask/FastAPI services to serve NLP models.
- Familiarity with RAG (Retrieval-Augmented Generation) pipelines.
- Contributions to open-source NLP/ML projects or Kaggle competitions.
- Understanding of basic model optimization (e.g., quantization, distillation, LoRA)
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