Reval Logo
Browse TalentFind TalentOpen JobsPricingFAQsGet Started
ScreenedIdentity Verified
No cost, no commitment - we'll make a personal intro
RK

Ramu Kumar

Intern Machine Learning Engineer specializing in NLP, RAG, and deepfake detection

IIT GuwahatiIIT GuwahatiGuwahati, India1 Years ExperienceIntern LevelWorks On-Site

Connect with Ramu

Ramu already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

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.

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

$250one-time kickoff
10%on successful hire
Post a Role90-day money-back guarantee

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

Like what you see? We'll introduce you to Ramu directly.

Experience

Research Intern - Deepfake DetectionIIT Guwahati · Jun 2025 – Aug 2025internship
App DeveloperStudent’s Web Committee, IIT Guwahati · Apr 2024 – Apr 2025part-time
Welfare SecretaryHMC, Disang Hostel, IIT Guwahati · Apr 2024 – Apr 2025

Education

IIT Guwahatibachelor, Civil Engineering

Awards

  • LeetCode Knight title (rating 1800+; 750+ problems solved)
  • LeetCode Weekly Contest 445 - Global Rank 542
  • LeetCode Weekly Contest 408 - Global Rank 1328
  • Codeforces max rating 1362 (300+ problems solved)
  • JEE Advanced 2022 - Top 5% rank
  • WBJEE 2022 - Merit rank 1306

Skills

Data PreprocessingData Structures and AlgorithmsDeep LearningDockerEmbeddingsFirebaseFlaskGitHugging FaceHyperparameter TuningJavaLangChainLarge Language Models (LLMs)Logistic RegressionLSTM

Languages

English

Browse Similar

EducationAWSAmazon ECSData PreprocessingData Structures and Algorithms

Interested in Ramu?

We'll personally introduce you - no strings attached.

For Hiring Teams

Build your dream team with Reval

Our AI agents source, screen, and vet candidates for your open roles. Get qualified, high-intent candidates on your desk within 48 hours.

$250one-time kickoff
10%on successful hire
48hrsto first candidates
Post a Role90-day money-back guarantee. A fraction of traditional agency fees.

Discover more candidates like Ramu

Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.

Search Talent

Connect with Ramu

Ramu already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.

Typically responds within 24 hours

Recommended

Already have an account?

Hire with Reval

Find your next great hire

Our AI agents source, screen, and vet candidates for your open roles. Get qualified candidates within 48 hours.

$250one-time kickoff
10%on successful hire
Post a Role90-day money-back guarantee
Ramu KumarIntern Machine Learning Engineer specializing in NLP, RAG, and deepfake detection