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fractics
Data Science / ML Engineer Internfractics • Gurgaon / Gurugram, Gurugram, India
Data Science / ML Engineer Intern

Data Science / ML Engineer Intern

fractics • Gurgaon / Gurugram, Gurugram, India
30+ days ago
Job description

About Fractics

Fractics builds production-grade Agentic RAG and LLM solutions that power enterprise automation and modern customer experiences. As an intern, you'll work with real datasets, real systems, and real deployments-not toy academic projects. This role is ideal for someone who wants to learn the full lifecycle of building and shipping AI systems. Experience or interest in recommender systems is a strong plus.

What You'll Work On

  • Designing and improving Agentic RAG pipelines (chunking, embeddings, retrieval, reranking)
  • Cleaning, structuring, and enriching enterprise data for AI workflows
  • Reading and implementing cutting-edge AI research
  • Building LLM workflows, evaluators, and orchestration logic
  • Working with vector databases like Pinecone, Chroma, and MongoDB Atlas Search
  • Experimenting with embeddings, transformers, and semantic search
  • Deploying ML components using FastAPI, Docker, and cloud environments
  • Running experiments to improve grounding, reduce hallucinations, and optimize latency
  • Exploring advanced systems such as modern recommender engines integrated with agentic AI

What We're Looking For

  • Strong interest in Machine Learning, NLP, and LLM applications
  • Solid Python skills and familiarity with ML/NLP libraries (HuggingFace, Scikit-Learn, PyTorch/TensorFlow, LlamaIndex)
  • Understanding of embeddings, tokenization, and vector search fundamentals
  • Exposure to RAG workflows or frameworks like LangChain or LlamaIndex (personal or academic projects count)
  • Curiosity to learn full-stack ML engineering from experimentation to deployment

Bonus points for:

  • Experience with FastAPI or backend fundamentals
  • Knowledge graphs or semantic search
  • Docker or basic DevOps familiarity
  • An 'agentic builder' mindset: self-review, iterative improvement, and comfort with tools like GitHub Copilot or Antigravity

What You'll Get

  • Hands-on experience building production Agentic AI systems for enterprises
  • Mentorship from engineers across ML, backend, and automation domains
  • Ownership and the opportunity to contribute directly to live deployments
  • A fast-paced learning environment designed for growth
  • Strong career outcomes including potential full-time conversion based on performance

Skills Required
Machine Learning, Docker, Tensorflow, FastAPI, Pytorch, Transformers, semantic search, Python
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Data Science / ML Engineer Intern • Gurgaon / Gurugram, Gurugram, India

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