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  • Boston, Massachussetts, United States

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sagnik765/README.md

Sagnik Roy

AI product and technical solutions professional building data products, conversational systems, and decision-support workflows.

I work across product discovery, solution architecture, data and ML implementation, evaluation, deployment, and stakeholder communication. My portfolio focuses on systems where technical quality must translate into a clear user or business outcome.

Selected Projects

Project What it demonstrates
Audioraq 0-to-1 AI podcast platform, multimodal publishing, quality gates, analytics, and cloud deployment
Autonomous Ride Support Assistant Dialogflow CX architecture, webhook delivery, Vertex AI integration, guardrails, and evaluation
Simplinsured Conversational specialty-insurance discovery, underwriting logic, explainable recommendations, and data controls
Multimodal Claims Risk Triage Structured, text, and image features with investigation and evaluation workflows

Capabilities

  • Conversational AI and virtual-agent solution architecture
  • AI product discovery, requirements, prioritization, and delivery
  • Evaluation frameworks, safety guardrails, and human-in-the-loop design
  • Python, JavaScript, SQL, TensorFlow, Scikit-learn, Spark, and FastAPI
  • GCP, OCI, Docker, MongoDB, SQLite, and analytics platforms
  • Executive communication, customer discovery, and cross-functional delivery

Product Work

Audioraq is a live AI-first podcast creation and listening platform. It combines structured creator intake, audio generation, quality-controlled publishing, show organization, and listener engagement workflows.

Contact

  • LinkedIn
  • Email: sagnikroy777@gmail.com

Popular repositories Loading

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    Profile README and configuration for @sagnik765.

  4. Malaria-Infection-Detection Malaria-Infection-Detection Public

    CNN malaria cell-screening research prototype with documented validation and medical limitations.

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    BiLSTM text classification experiment with documented metrics and reproducible smoke tests.

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