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Mayank Gupta

I am passionate about AI, Cloud, and Full-Stack Development, currently building DeereVision AI Workspace, an NLP-powered digital workspace integrating Llama 3.2, LangChain, Neo4j, and Chroma.

Delhi, India Joined on Nov 10, 2021 mayank.guptacse1@gmail.com https://mayank-cse1.github.io/

Education

Vellore Institute of Technology, Chennai

Work

SDE @ John Deere | Ex - Swiggy, LG Electronics

IEEE Computer Society, VIT Chennai

Python (Programming Language) • Cloud Computing • Large Language Models (LLM) • Retrieval-Augmented Generation (RAG) • Prompt Design• LangChain • Neo4j • ChromaDB • TensorFlow

I have designed RAG architectures to enhance LLM comprehension of structured data, ensuring seamless interaction with enterprise knowledge.

Exploring LLM applications & vector databases for advanced knowledge retrieval.
Deep-diving Cloud Computing & Infrastructure as Code.
🔹 Passionate about AI-driven solutions for real-world problems.

Open to collaborations on AI, Cloud, and Full-Stack projects. Let’s connect!

18 posts published

1 comment written

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Nov 26 '21

Basic Terms to know before getting started with Cloud

#cloud #azure #beginners #aws

6 min read

Mar 29

Mastering LinkedIn API: Step-by-Step Guide for Seamless Integration

#programming #beginners #python #ai

3 min read

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Mar 24

Taming Non-Deterministic LLM Output with Pydantic: A Text-to-SQL Journey

#ai #opensource #machinelearning #datascience

5 min read

Mar 23

FastMCP: Simplifying AI Context Management with the Model Context Protocol

#ai #opensource #machinelearning #datascience

4 min read

Mar 23

Mastering AI Context: How MCP Transforms Conversations into Seamless Interactions

#mcp #ai #machinelearning #programming

4 min read

Feb 25

Advanced NLP Tasks: Taking Text Processing to the Next Level

#ai #python #machinelearning #datascience

3 min read

Feb 25

Sentence & Word-Level Processing in NLP

#programming #ai #machinelearning #datascience

3 min read

Feb 25

Cleaning Social Media & Web Data for NLP (Part 4)

#ai #programming #python #datascience

2 min read

Feb 25

From Words to Meaning: Linguistic Analysis in NLP (Part 3)

#programming #beginners #ai #tutorial

3 min read

Feb 25

From Chaos to Clarity: The Journey of Text Cleaning in NLP (Part 2)

#programming #beginners #ai #python

3 min read

Feb 25

NLP Preprocessing: Why It Matters and How to Do It with Python

#programming #beginners #ai #tutorial

3 min read

Feb 24

Break Down RAG Model Evaluation

#ai #programming #datascience #machinelearning

4 min read

Feb 22

The Hidden Magic Behind Search: Dense, Sparse, and Metadata Filtering

#rag #llm #vectordatabase #nlp

3 min read

Feb 2 '22

Do your first lab in AZURE!!

#cloud #beginners #azure #aws

1 min read

Mayank Gupta for IEEE Computer Society, VIT Chennai

Jan 11 '22

Activate your Free Azure account with these quick tips

#azure #aws #beginners #cloud

3 min read

Jan 11 '22

Learn how to activate Free Microsoft Azure Account with these quick tips

3 min read

Dec 6 '21

Basics of Cloud

#azure #cloud #aws #career

3 min read

Nov 22 '21

Weekend with Azure

#cloud #azure #cloudcomputing

2 min read

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