.png){kind=logo}
Ramu Kumar
Intern Machine Learning Engineer specializing in NLP, RAG, and deepfake detection
Connect with Ramu
Ramu already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
Early-career (fresher) candidate who built and deployed a production AI medical document chatbot using a RAG architecture (LangChain + Hugging Face LLM + Pinecone) with a Flask backend on AWS EC2 via Docker. Has experience troubleshooting real deployment constraints (model dependencies, disk space, container stability) and setting up continuous-style evaluation with fixed query test sets tracking relevance, latency, and error rate.
Experience
Education
Key Strengths
- Built and deployed a production medical document Q&A chatbot using RAG (LangChain + Hugging Face + Pinecone)
- Hands-on AWS EC2 + Docker deployment experience (dependency management, disk space, container stability)
- Practical retrieval tuning (document chunking and relevance optimization)
- Reliability-focused evaluation approach using representative test sets and tracking relevance, latency, and error rate
Discover more candidates like Ramu
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent