Python Developer

Overview

Job Summary:

We are seeking a skilled Python developer with experience in natural language processing (NLP) and machine learning (ML) to build a local document ingestion and Q&A system. The successful candidate will be responsible for designing and implementing a solution that processes a large volume of documents (PDFs, text files, etc.), indexes them for efficient retrieval, and integrates these capabilities into a chatbot-like interface.

Key Responsibilities:

• Develop Python-based tools to read, parse, and index documents (PDFs, Word files, etc.).
• Integrate document indexing solutions (e.g., ElasticSearch, FAISS, or LlamaIndex).
• Implement retrieval-augmented generation (RAG) pipelines by connecting document retrieval results to language models.
• Work with open-source language models (such as GPT4All or Hugging Face Transformers) and integrate them into the application.
• Design and maintain APIs or interfaces to enable users to query documents via a chatbot.
• Optimize the performance of indexing and query-handling processes.
• Ensure the system runs efficiently in a local environment, respecting privacy and security requirements.
• Collaborate with product owners to refine requirements and deliver features on time.
• Document the code, architecture, and workflows for internal use and future development.

Required Skills:

• Strong proficiency in Python and its ecosystem.
• Hands-on experience with NLP libraries and frameworks (e.g., Hugging Face Transformers, spaCy).
• Familiarity with vector search libraries (FAISS, Milvus) or traditional search solutions (ElasticSearch, Apache Solr).
• Understanding of language model integration (GPT-based models, Llama-based models, or other open-source LLMs).
• Experience working with document processing libraries (PyPDF2, PDFminer, textract).
• Knowledge of machine learning concepts and familiarity with pre-trained model fine-tuning.
• Strong problem-solving skills and attention to detail.
• Good communication skills and the ability to work independently or as part of a team.

Preferred Skills:

• Experience with Retrieval-Augmented Generation (RAG) pipelines.
• Familiarity with cloud services and on-premise deployments.
• Exposure to front-end frameworks or API development (e.g., Flask, FastAPI) for building a user interface or endpoint for the chatbot.
• Previous experience in a similar project or building AI-driven applications.

Job Types: Full-time, Permanent

Pay: ₹15,000.00 - ₹30,000.00 per month

Benefits:

• Provident Fund

Location Type:

• In-person

Schedule:

• Day shift

Work Location: In person

Speak with the employer
+91 9726419410