Ravi Chandera

Ravi Chandera

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Bengaluru, Karnataka, India

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Résumé

Jobs verified_user 0% verified
  • C
    AI Engineer 1
    ConveGenius ai,
    May 2024 - Current (2 years 1 month)
    Data Analysis Platform • Built platform that generates complex insights from relational databases for 6 state officials, reducing data availability time from almost a month to a day through an MCP server for chart generation and dashboard creation. • Created a multi-agent pipeline to reason over complex data with 72% accuracy, enhanced by graph RAG and agentic RAG which improved search accuracy by 8%. • Integrated user interaction with business logic and a memory feature to learn preferences, improving accuracy by 7%. • Reduced costs by 64% through smart preprocessing and optimized caching. • Cut latency by 24% using parallelization of key pipeline components. Deep Researcher Agent • Designed and deployed a researcher agent integratin
Education verified_user 0% verified
  • I
    Master's
    IIT Patna
    Jan 2022 - Jan 2024 (2 years 1 month)
  • B
    Bachelor's
    Birla Vishwakarma Mahavidyalaya
    Jan 2015 - Jan 2019 (4 years 1 month)
Projects (professional or personal) verified_user 0% verified
  • F
    Fusion of multimodal data and insights generation using LLM and VLM Documentation
    May 2023 - Apr 2024 (1 year)
    • Created a pipeline to handle real-time multimodal data with Apache Airflow with optimised search to get big data in 5 mintues • Fine-tuned vision language model for deep fusion of multimodal data. Wrote prompts for llama model to gather insights from data. • This system helped to get meaningful insights from multi modal data with 26% accuracy
  • M
    Medical Text Classification
    Jan 2023 - Feb 2023 (2 months)
    • Used BART model to impute missing values in