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revanthchristober/README.md

Hi, I'm Revanth Christober M! 👋

About Me

Passionate about Generative AI, MLOps, open source, full-stack development, AI/ML, and competitive programming. I build end-to-end AI solutions and scalable cloud-native platforms.

🚀 Tech Stack

Programming Languages:           C# Icon   SQL Icon MongoDB Icon      
Frontend:                    
Backend:                    
Machine Learning & Generative AI:                    
MLOps & Cloud:                              
Dev Tools & CI/CD:        

📂 Job Experience

Generative AI Engineer at AGIE AI (Feb 2023 – Jan 2025)

  • Built LLM-based tools for legal drafting, astrology, contact centers, and analytics.
  • Deployed pipelines with Docker, Kubernetes, RAG, ASR, and RLHF components.
  • Managed CI/CD, monitoring, and MLOps workflows (MLflow, DVC, Terraform).

MLOps Engineer at Planck (~3 years)

  • Developed AI platform infrastructure on GCP/AWS with Terraform and Kubernetes.
  • Automated CI/CD (GitLab CI, Helm, ArgoCD) and experiment tracking (MLflow, DVC).
  • Set up monitoring (Prometheus, Grafana) and secrets management (Vault).

🎯 Projects & Highlights

  • Judicial CoPilot: LLM-based assistant for legal judgment drafting with RLHF feedback loops.
  • Drishtee AI: RAG-powered Vedic astrology pipeline integrating multiple APIs and vector search.
  • CallSense: Real-time ASR + sentiment analysis + LLM response suggestion for contact centers.
  • Talk 2 Data: AI-to-SQL translation engine with sandboxed execution and RAG for domain glossaries.
  • Distributed Training Orchestration: Ray-based model training pipelines on Kubernetes.
  • MLOps Automations: CI/CD, monitoring, experiment tracking (MLflow), data versioning (DVC), infrastructure IaC (Terraform) at AGIE AI and Planck.
  • Cloud Platform Infrastructure: Designed and maintained GCP/AWS setups with Kubernetes, Helm, ArgoCD, Vault, Prometheus/Grafana.

🏆 Achievements

  • Reduced drafting time by ~35%.
  • Increased platform engagement by ~30%.
  • Improved contact center metrics (handle time, CSAT).
  • Accelerated deployment cycles by ~25%.

📫 How to Reach Me

💡 Interests

  • Generative AI applications
  • Scalable MLOps
  • Cloud-native systems
  • Open source
  • Competitive programming
  • AI-driven products

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