Khyati Patel

AI Researcher

Ahmedabad, Gujarat, India1 yr 8 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Improved document retrieval accuracy from 52% to 73%
Designed multi-agent workflows for AI systems
Developed web applications using modern tech stacks

Stackforce AI infers this person is a skilled AI and Full-Stack Developer with expertise in advanced data systems.

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Skills

Core Skills

Natural Language Processing (nlp)Ai AgentsInformation RetrievalFull-stack Development

Other Skills

Mean StackAWS LambdaAgent workflowMulti-agent SystemsModel Context ProtocolContext EngineeringAgentic ArchitectureAgent DevelopmentKnowledge GraphsmcpMicrosoft AzureData ScienceData AnalysisMongoDBAngularJS

Experience

Microsoft india (r&d) private limited

2 roles

Data & Applied Scientist

Promoted

Jul 2024 – Present · 1 yr 8 mos · Hyderabad, Telangana, India · On-site

I work on building and strengthening next-generation AI systems that accelerate seller productivity and improve deal velocity. My role spans upgrading existing LLM-based skills, deploying multi-agent workflows, and ensuring systems are robust, secure, and compliant.
Designed and deployed a multi-agent workflow system that can parse business text, extract processes, execute them, and self-evaluate results.
Developed custom tool retrieval mechanisms, enabling agents to dynamically access and use a large set of tools at scale.
Improved latency by 14% and quality by 20% in existing LLM-based solutions through architectural and evaluation upgrades.
Enhanced orchestration tooling, deployment pipelines, ensuring system reliability and scalability.
Conducted experimental research on RAG systems with deeply linked knowledge.
Investigated and mitigated AI vulnerabilities, strengthening system security.
Stay closely aligned with the latest in agent protocols, MCP, architectures, and GenAI advancements to drive innovation.

Natural Language Processing (NLP)AI Agents

Research and Data Applied Science

May 2023 – Jun 2023 · 1 mo · Hyderabad, Telangana, India · On-site

Enhanced Search - Improving the model of unsupervised document retrieval for search mechanism of the Seller Copilot used for Enterprise Commerce to increase its accuracy from 52% to 73%
Exception Rule Engine - Analysis of advanced prompt engineering techniques for AI-based automation
of current system using GPT-3, llama indexing and langchain for the following features
· Extraction of rules in semi-structured format from hundreds of documents
· Application of rules to check for exceptions on quotation data

Information RetrievalNatural Language Processing (NLP)

Volansys (an acl digital company)

Full-stack Developer

May 2022 – Jul 2022 · 2 mos · Ahmedabad, Gujarat, India · Hybrid

Built and developed a web application using Angular, Bootstrap, Express, cron jobs, Node.js and MongoDb
Worked with AWS cloud services like Lambda, S3, SES, API Gateway, IAM, Cognito, DynamoDb etc.
using serverless and boto3 for deploying the application

Mean StackAWS LambdaFull-Stack Development

Sequretek

Malware Research

Dec 2021 – Dec 2021 · 0 mo · Mumbai, Maharashtra, India · Remote

Gained basic knowledge regarding various types of computer malwares and analysis of PE file format
Studied and performed static and dynamic analysis on malware samples
Performed TLS Packet capturing and obtaining packet features using Python scripting