Prashant Chauhan
Engineering@Oracle | ML | DL | Gen AI| RAG | Agentic AI
- Role
- Senior Member Technical Staff (Machine Learning) at Oracle
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Prashant Chauhan
I design and deploy intelligent AI/ML systems that turn cutting-edge research into…
Experience
Senior Member Technical Staff (Machine Learning)
Oct 2021 — Present · IN
Led the SR Classification Project – automated ~35% of SR transfers, reducing cycle time and improving customer support turnaround.•Fine-tuned and optimized DistilBERT + BiLSTM models, boosting classification accuracy (F1 score from 0.75 → 0.84).• Integration of Multiquery Retrieval System which improved RAG Hit ratio by 1.5x• Integrated Hybrid Search with RAG, increasing hit ratio by 18% compared to just vector search. •Streamlined ML model development with MLFlow, CI/CD pipelines, and Flask APIs, cutting training/deployment time.• Automated data ingestion pipelines with OpenSearch + Kubernetes cron jobs, ensuring reliable data ingestion and historical updates.
Education
Indian Institute of Technology, Kharagpur
Masters
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