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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

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*

  • Skills
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If you feel interested please share your profile with below mentioned required details:-

1.. Total years of experience

2. Relevant experience

3. How soon will you be able to join?

4. What’s the reason for job change

5. Current Salary

6. Expected Salary

7. Availability for Interview.

8. Current Location

Please acknowledge the mail and revert it back with your confirmation.

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