Hi 👋, I’m Ravi Kumar
🚀 Data Scientist at Celebal Technologies
🎓 B.Tech in Computer Science Engineering
🧠 Specializing in Data Science, Data Engineering & Generative AI
🌌 Former Intern at ISRO & Ministry of Education (GenAI & Data Analytics)
💡 Passionate about building scalable AI systems, LLM-powered applications, and production-ready ML pipelines.
✍️ I also write and publish research-backed insights on Medium and Google Scholar.
🤝 Open to collaborating on:
- Generative AI & LLM Systems
- LLM Fine-Tuning & Evaluation
- Data Engineering & Distributed Systems
- Cloud-native ML Platforms
- Built LLM-powered applications using Azure OpenAI & HuggingFace models
- Worked on LLM Fine-Tuning, Prompt Engineering & Evaluation pipelines
- Designed RAG-based systems with vector databases
- Developed agentic AI workflows for automation & reasoning
- Deployed production AI systems using Azure AI Services & Azure ML
- Implemented scalable inference & training pipelines
- Built cloud-native microservices using FastAPI & Docker
- Designed distributed ETL pipelines using Apache Spark & Databricks
- Implemented real-time data processing with Kafka & Spark Streaming
- Managed ML lifecycle using MLflow
- Optimized large-scale data workflows for analytics & model training
🧠 LLM Fine-Tuning & Alignment Techniques
📚 Open-source experimentation & model evaluation
⚙️ Building RAG and Agentic AI Systems
☁️ Enterprise-scale Azure + Databricks ML pipelines
👉 Explore my ongoing LLM experiments & fine-tuning work:
🔗 https://huggingface.co/iravikr
📝 Writing about Data Science, Generative AI, LLMs & MLOps
🎓 Actively involved in applied research & experimentation
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📖 Medium:
https://medium.com/@rk9128557489 -
🎓 Google Scholar:
https://scholar.google.com/citations?user=s4o3mJMAAAAJ&hl=en
