Ansh Rathore

DevOps Engineer

Dehradun, Uttarakhand, India1 yr 10 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in building GenAI-powered document retrieval systems.
  • Proficient in integrating LLMs with advanced databases.
  • Strong background in Python and cloud technologies.
Stackforce AI infers this person is a skilled software engineer specializing in GenAI and document retrieval systems.

Contact

Skills

Core Skills

Genai / LlmsRetrieval-augmented Generation (rag)

Other Skills

Python (Programming Language)Amazon Web Services (AWS)Data StructuresTeam LeadershipProgrammingMicrosoft AzureArtificial Intelligence (AI)C (Programming Language)C++Machine Learning

About

As a Member Technical at The D. E. Shaw Group, I focus on building and scaling GenAI-powered document retrieval systems for internal platforms. I contribute to developing and optimizing Retrieval-Augmented Generation (RAG) pipelines, integrating large language models (LLMs) with vector databases like Milvus, and designing production-grade GenAI features. My role also involves close collaboration with backend and frontend teams to implement solutions that streamline document navigation and semantic search. I hold a Bachelor of Technology in Computer Science from Graphic Era Deemed to be University. With expertise in Python, RAG, and GenAI technologies, I am driven to innovate and create intelligent systems that enhance data accessibility and exploration. My certifications in AWS and Azure AI reflect a strong commitment to leveraging cloud and AI technologies effectively.

Experience

1 yr 10 mos
Total Experience
1 yr 10 mos
Average Tenure
1 yr 10 mos
Current Experience

The d. e. shaw group

2 roles

Member Technical

Jun 2024Present · 1 yr 10 mos · Hyderabad, Telangana, India

  • Building and scaling GenAI-powered document retrieval systems for internal platforms
  • Designed and implemented RAG pipelines over tens of millions of documents
  • Integrated LLMs with vector databases (Milvus) for semantic search and chat-based querying
  • Collaborated across backend and frontend teams to ship production-grade GenAI features
  • Contributed to architectural decisions during early-stage platform development
Python (Programming Language)GenAI / LLMsRetrieval-Augmented Generation (RAG)

Intern

Jan 2024Jun 2024 · 5 mos · Hyderabad, Telangana, India

  • Developed Python-based infrastructure to validate and enforce correctness of shared backend libraries, increasing coverage by ~30%
  • Built backend automation components and CI/CD integrations using GitHub Actions, reducing manual operational overhead by ~50%
  • Implemented regression and validation logic to improve system reliability and deployment safety
  • Enhanced JavaScript automation infrastructure, raising coverage to ~75% across critical modules
Python (Programming Language)

Education

Graphic Era Deemed to be University

Bachelor of Technology - BTech — Computer Science

Jul 2020Jul 2024

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