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python developer
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python developer

Vandana Saxena's profile picture
Posted by Vandana Saxena
1 - 2 yrs
₹3L - ₹5L / yr
Mumbai, chembur, thane
Skills
python
AI Agents
Retrieval Augmented Generation (RAG)

Python Developer (1–2 Years) – Agentic RAG / LLM Applications


Experience - 1 to 2 Years

Location - Chembur, Mumbai

 

Job Summary


We are seeking a Python Developer (1–2 years of experience) with hands-on knowledge of LLM-based applications, particularly Agentic RAG (Retrieval Augmented Generation) workflows. The candidate should be comfortable building AI-powered assistants using LangChain / LlamaIndex, integrating vector databases, and delivering production-ready APIs.

 

Key Responsibilities

• Develop and maintain backend services using Python (FastAPI / Flask)

• Implement RAG pipelines (document ingestion → chunking → embedding → retrieval → generation)

• Build Agentic RAG workflows:

o tool calling / function calling

o multi-step reasoning tasks

o query rewriting, routing, planner-executor patterns

• Integrate Vector Databases:

o ChromaDB / FAISS / Pinecone / Weaviate (any)

• Implement ingestion pipelines for:

o PDFs, DOCX, Excel, websites, emails, internal docs

• Build prompt templates, guardrails, and response formatting

• Add observability/logging:

o token usage, cost tracking, latency, trace logs

• Write clean, modular, and testable code

• Deploy services using Docker, basic CI/CD support

 

Required Skills

• Strong knowledge of Python development

• Experience with FastAPI / Flask

• Good understanding of RAG concepts:

o chunking strategies

o embeddings

o similarity search

o reranking (basic)

• Hands-on with at least one framework:

o LangChain / LlamaIndex

• Knowledge of LLM APIs

o OpenAI / Azure OpenAI / Anthropic / local models (any)

• Experience with databases

o PostgreSQL / MySQL (any)

 

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Shubham Vishwakarma

Full Stack Developer - Averlon
I had an amazing experience. It was a delight getting interviewed via Cutshort. The entire end to end process was amazing. I would like to mention Reshika, she was just amazing wrt guiding me through the process. Thank you team.
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About Risosu Consulting LLP

Founded :
2023
Type :
Services
Size :
0-20
Stage :
Bootstrapped

About

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