S

Samir Dutta

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National Capital Territory of Delhi, India
Contact Samir regarding: 
work
Full-time jobs
Starting at USD35k/year
Flexible work
Starting at USD20/hour
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Timeline

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Résumé

Jobs verified_user 0% verified
  • LumiQ
    Data Scientist
    LumiQ
    Feb 2023 - Current (3 years 9 months)
    • Increased customer engagement with a multilingual chatbot, driving 10% higher query resolution rates. • Boosted query efficiency by 25% through fine-tuning SLM models for text-to-SQL tasks. • Achieved a 2% growth in mutual fund investments and a 25% rise in agent productivity using machine learning. • Deployed Automated Insights Platform on AWS • Achieved 20% improvement in underwriting accuracy and 60% cost reduction by integrating LLMs like Claude 3. • Reduced document processing time by 50% through digitization, lowering operational costs.
Education verified_user 0% verified
  • M
    B. Tech (CSE)
    Manav Rachna International Institute Of Research And Studies
    Jun 2019 - Jun 2023 (4 years 1 month)
  • M
    B.Tech. in Computer Science and Engineering
    Manav Rachna International Institute Of Research And Studies
    Jan 2019 - Jan 2023 (4 years 1 month)
Projects (professional or personal) verified_user 0% verified
  • D
    Designed Generative AI Chatbot with Enterprise Integration
    Aug 2024 - Jan 2025 (6 months)
    • Built a cutting-edge chatbot powered by Generative AI and integrated with Retrieval-Augmented Generation (RAG) to enable seamless interaction with diverse enterprise data formats, including PDFs, Excel sheets, images, and Word documents. This solution enhanced data accessibility and user engagement across enterprise workflows.
  • E
    Enhanced SQL Querying with Fine-Tuned Language Models
    Feb 2024 - Sep 2024 (8 months)
    • Fine-tuned small language models (SLMs) such as phi-3-mini to convert natural language queries into optimized SQL commands, enabling non-technical users to query complex databases with ease and significantly reducing the time to actionable insights.
  • B
    Boosted mutual fund growth and productivity with analytics and ML
    Jul 2023 - Nov 2023 (5 months)
    • Partnered with a leading AMC to implement data-driven