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Dheeraj Kumar
Intern Data Scientist specializing in marketing analytics and data engineering
RochePurdue UniversityTucson, Arizona2 Years ExperienceIntern LevelWorks On-Site
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About
AI/LLM practitioner with internships at Dell Technologies and Roche who built and deployed a healthcare-focused "Doctor LLM" by fine-tuning Meta Llama 3.2 on healthcaremagic.json, emphasizing safety guardrails to prevent harmful medical advice. Experienced in productionizing AI workflows with monitoring, testing, and orchestration (Airflow, Kubernetes), and in delivering AI-agent-driven competitive landscape insights to non-technical business stakeholders.
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Built and deployed a healthcare LLM with multi-layer safety safeguards (data curation, system prompts, high-risk query filtering, post-processing validation, disclaimers)
Strong production mindset: optimized inference latency and managed compute/resource constraints for real-time interactions
Orchestrated reliable data pipelines with Apache Airflow (DAGs, scheduled quality checks, monitoring/alerting)
Structured approach to agent/workflow reliability: modular design, logging, adversarial/edge-case testing, quantitative + qualitative evaluation, A/B testing, production monitoring
Effective cross-functional collaboration translating business questions into AI deliverables (Roche marketing/business/finance stakeholders)
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Experience
Data Science internRoche · Jun 2025 – Aug 2025internship
Data engineer internDell Technologies · Jun 2024 – Aug 2024internship
Data Science internBiogen Inc · Aug 2023 – Dec 2023internship
Research AssistantNetwork for Computational Nanotechnology · Jan 2022 – Jul 2023part-time
Product Analyst internNanoHUB · May 2022 – Aug 2022internship
Software DevelopmentThe Data Mine (Purdue University) · Aug 2021 – May 2022part-time
Education
Purdue Universitybachelor, Computer and information science (2025)