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Mayank GautamMG
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Mayank Gautam

@mayankgautam

Full-Stack & Agentic AI Engineer at CION Investments, building RAG chatbots and autonomous research workflows.

India
Message

At CION Investments, I designed and deployed an internal RAG chatbot over PDFs and SQL, reducing analytical lookup time by about 60%. I also implemented agentic workflows with Hermes Agent and Model Context Protocol to connect context negotiation with external tools.

At Yoderlay, I integrated Whisper speech models into voice-booking services, cutting booking turnaround time by about 40%. I also built semantic search and matching algorithms and implemented computer vision pipelines for automated job scoping and visual estimation.

As a Founding Engineer at ePosting, I architected and built the platform infrastructure from scratch, including vector-based job search and resume-parsing services. In my projects, I founded and architected MiloAssistant and co-founded Screenable, an AI-driven candidate screening platform.

Experience

Work history, roles, and key accomplishments

CI
Current

Fullstack and AI Developer

CION Investments

May 2024 - Present (2 years 4 months)

Designed and deployed an internal RAG chatbot over PDFs and SQL with full-stack integration, reducing analytical lookup time by 60%. Implemented production-grade agentic workflows using Hermes Agent and Model Context Protocol (MCP) to negotiate context and trigger external tools across automated research pipelines.

YO

AI Developer

Yoderlay

May 2023 - May 2024 (1 year)

Integrated AI speech models (Whisper) into backend processing services for voice booking pipelines, cutting booking turnaround time by 40%. Built LLM-powered semantic search and matching algorithms for customers and tradespeople using custom filtering on skills, location, and availability.

EP

Full-Stack Engineer (Founding Engineer)

ePosting

Jan 2022 - May 2023 (1 year 4 months)

Hired as Founding Engineer to architect and build the complete platform infrastructure from scratch. Developed vector-based job search functionality and personalized ranking engines via serverless backend functions, improving match relevance.

Education

Degrees, certifications, and relevant coursework

Birla Institute of Technology logoBT

Birla Institute of Technology

Bachelor of Technology, Computer Science

Pursued a Bachelor of Technology in Computer Science, focusing on core computer science and engineering principles.

Databricks logoDA

Databricks

Generative AI Fundamentals, Artificial Intelligence

Completed the Generative AI Fundamentals certification, covering core concepts and applications of generative AI.

Microsoft logoMI

Microsoft

Microsoft Certified: Azure AI Fundamentals, Artificial Intelligence

Earned the Microsoft Certified: Azure AI Fundamentals certification, demonstrating foundational knowledge of Azure AI services.

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