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InfoVision Inc.
Experience / Eligibility
CS / IT / Engineering Graduate
Salary
Not Disclosed / As per Industry Standards
Location
Pune, Maharashtra, India
Suitable For
College graduates, entry-level candidates, and students matching: CS / IT / Engineering Graduate.
Key Skills to Prepare
Focus on Python, Backend Development, FastAPI, REST APIs.
Strong Python fundamentals ? clean, readable, tested code
Hands-on experience (projects, internships, or work) with LLM APIs or open-source models
Understanding of how RAG works and where it breaks ? chunking strategy, retrieval quality, context limits
Experience building REST APIs, ideally with FastAPI
Working knowledge of Docker ? building images, running containers, docker-compose
SQL proficiency; comfortable with MySQL or a similar relational database
Basic familiarity with AWS core services
Git and a collaborative development workflow (branches, pull requests, reviews)
Fast API and Relational DB needed.
Nice to have
Vector databases: pgvector, Qdrant, Chroma, FAISS, or similar
Frameworks: LangChain, LlamaIndex, or a from-scratch equivalent ? and knowing when not to use them
Eval tooling: Ragas, DeepEval, promptfoo, or custom harnesses
LLM observability: Langfuse, LangSmith, or OpenTelemetry-based tracing
Fine-tuning basics: LoRA/QLoRA, PEFT, dataset preparation
CI/CD (GitHub Actions), infrastructure-as-code, or Kubernetes exposure
Contributions to open-source AI projects or a public portfolio
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