Python Intern (AI Solutions) — Internship cum PPO

Location: Bangalore (In-Office, 5 days/week)

Role Type: Internship (with PPO / employment opportunity based on performance)

Stipend: Commensurate with industry standards

Perks: Daily office meals + AQI < 50 (yes, we checked)

About Us

8byte builds AI infrastructure for intelligent enterprise use cases in the BFSI sector. Our mission is to help regulated industries reduce costs, boost efficiency, and unlock better decision-making using secure, scalable AI.

With 50+ years of collective experience in banking, fintech, and financial services, our founding team knows exactly where the pain points are, and we are building solutions that actually solve them.

The Role

We’re looking for a curious, driven Python Intern to join our AI Solutions team. You’ll get your hands dirty building real products, work closely with senior engineers, and contribute to critical AI infra components. This isn’t a pretend internship—you will be part of our core team from day one.

What You’ll Work On

- Data Parsing & Cleaning: Write Python scripts to parse, transform, and wrangle structured and unstructured enterprise data for downstream AI consumption.

- RAG & Search Systems: Build end-to-end Retrieval-Augmented Generation (RAG) pipelines using vector databases (Pinecone, Qdrant, Chroma, pgvector) alongside traditional search engines (Elasticsearch, Solr) for hybrid search architectures.

- AI Agents & Multi-Agent Orchestration: Architect autonomous AI agents and complex multi-agent workflows capable of planning, dynamic tool-calling, state management, and multi-role collaboration.

- LLM Routing & Enterprise Cloud Orchestration: Build intelligent routing logic to dynamically direct queries across managed cloud platform suites—such as Azure AI Foundry, Amazon Bedrock, and Google Cloud Vertex AI—balancing cost, latency, and model availability.

- API Development & Microservices: Design and deploy fast,



scalable REST/gRPC APIs using frameworks like FastAPI or Flask to seamlessly connect AI services with front-end applications.

- Containerization & Deployment: Containerize applications using Docker and Docker Compose to maintain consistent environment setups across local development, staging, and cloud production environments.

- Testing, Debugging & Evals: Write comprehensive unit tests for core backend services while establishing evaluation frameworks to benchmark agent performance and RAG retrieval accuracy.

- Documentation: Maintain clear, developer-friendly architectural diagrams and API documentation—leaving behind sustainable engineering practices, not spaghetti code.

- Exploration: Dive into emerging AI patterns, agentic frameworks, vector tech, and open-source libraries that move the needle for the product.

What You’ll Bring / Bonus Points For

- Practical experience integrating hyperscaler AI platforms (Azure AI Foundry, AWS Bedrock, GCP Vertex AI).

- Hands-on experience with modern agent and RAG frameworks (LangChain, LangGraph, LlamaIndex, CrewAI, AutoGen).

- Familiarity with vector databases and hybrid search architectures (combining BM25 keyword search with dense vector embeddings).

- Proficiency with Docker, Docker Compose, and containerizing microservices for cloud deployment.

- Solid understanding of prompt engineering, structured outputs, and dynamic tool/function calling.

- Strong exposure to contemporary Python web frameworks (FastAPI, Flask, Django) and asynchronous programming.

- Solid Git practices and familiarity with CI/CD workflows for AI infrastructure.

What You’ll Get

- Real-World Experience: Hands-on experience building enterprise-grade AI infrastructure in a high-growth startup.

- Mentorship: Direct mentorship from senior engineers, researchers, and fintech veterans.

- Pathway to PPO: Clear evaluation path for full-time employment (PPO) based on performance.

- Culture & Perks: A collaborative, supportive, no-BS team environment with daily office meals and breathable air.

Ready to build the AI rails for the financial world? Apply now and let’s build something excellent together.

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