- Generative AI Application Development

Design and develop production-ready GenAI applications using Python.

Build Applications Using Large Language Models Such As

OpenAI models

Anthropic Claude

Google Gemini

Open-source LLMs such as Llama, Mistral, etc.

Develop AI-powered chatbots, assistants, copilots, document-processing applications, and intelligent automation solutions.

Integrate LLM capabilities into existing enterprise applications.

Develop reusable AI services, APIs, and components.

Evaluate different models based on accuracy, latency, cost, security, and business requirements.

- Python Development

Develop clean, modular, maintainable, and scalable Python applications.

Build REST APIs using frameworks such as FastAPI, Flask, or Django.

Implement asynchronous processing where required.

Write unit tests, integration tests, and automated validation scripts.

Debug, optimize, and troubleshoot AI applications.

Follow software engineering best practices including Git, code reviews, documentation, and CI/CD.

- Prompt Engineering





Develop and optimize prompts for different LLM use cases.

Design system prompts, few-shot prompts, structured prompts, and reusable prompt templates.

Improve response accuracy, consistency, relevance, and safety.

Implement prompt versioning and testing.

Experiment with different prompting strategies.

Develop structured outputs using JSON/schema-based responses where required.

- Retrieval-Augmented Generation (RAG)

Design and implement RAG pipelines for enterprise knowledge bases.

Process And Ingest Documents Such As

PDF

Word

Excel

PowerPoint

HTML

Text

Structured databases

Implement document parsing, chunking, metadata extraction, embeddings, retrieval, reranking, and response generation.

Develop semantic and hybrid search solutions.

Implement retrieval strategies to improve answer relevance and reduce hallucinations.

Build citation and source-reference mechanisms for AI responses.

Optimize RAG pipelines for accuracy, latency, and cost

📌 Python Gen AI developer (Kolkata Metropolitan Area)
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