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Kumar Manik - AI/ML Intern

Kumar Manik

Intern AI Engineer specializing in LLMs, MLOps, and RAG systems

Elevate LabsBarkatullah University0 Years ExperienceIntern Level

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About

Built and shipped a production-grade RAG-powered news summarization and Q&A product, tackling real-world issues like retrieval drift, hallucinations, latency, and autoscaling deployment (Docker + FastAPI + Streamlit Cloud). Experienced in end-to-end ML/LLM workflow automation using Airflow, Kubeflow Pipelines, and MLflow, and has demonstrated business impact (40% inference precision improvement) through close collaboration with non-technical stakeholders at Evoastra Ventures.

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Key Strengths

  • Built and deployed production RAG news summarization + Q&A system
  • Mitigated retrieval drift with time-decay scoring and TTL-based vector index pruning
  • Reduced hallucinations via strict source-grounded prompting and answer verification checks
  • Improved real-time latency using lightweight embeddings, batched API calls, and caching
  • Scaled deployment with Docker containerization and autoscaling (Streamlit Cloud + FastAPI)
  • Established feedback loops: monitoring real queries/failures, confidence scoring, and user testing
  • Designed reproducible end-to-end ML workflows integrating Airflow, Kubeflow Pipelines, and MLflow
  • Bridged technical/non-technical gap; delivered solution improving inference precision by 40% (internship project)

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Experience

AI/ML InternElevate Labs · Aug 2025 – Sep 2025internship
Data Science InternEvoastra Ventures · Jul 2025 – Aug 2025internship

Education

Barkatullah Universitybachelor, Computers (2024)

Skills

Machine LearningDeep LearningNeural NetworksLarge Language Models (LLMs)TransformersHugging FaceLangChainRetrieval-Augmented Generation (RAG)Prompt EngineeringFeature EngineeringMLOpsApache AirflowMLflowDockerKubernetes

Languages

English

Certifications

GenAI & Artificial Intelligence for Leaders (Udemy)Advanced ChatGPT Prompt Engineering (Udemy)Generative AI (LinkedIn Learning)Microsoft Copilot (LinkedIn Learning)Deep Learning with Tensorflow (IBM)Data Science (IBM)Mastering AWS Serverless (Udemy)Leadership Excellence in Business Management (Udemy)

Browse Similar

AI & Machine LearningMachine LearningDeep LearningNeural NetworksNatural Language Processing

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Connect with Kumar

Kumar 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

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

$250one-time kickoff
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Kumar ManikIntern AI Engineer specializing in LLMs, MLOps, and RAG systems