UMANG SINGH

Full Stack Engineer

Delhi, India1 yr 11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Engineered AI chatbots improving query resolution speed by 40%.
Strong foundation in NLP and Deep Learning technologies.
Proven leadership in outreach and team coordination roles.

Stackforce AI infers this person is a skilled AI and Web Development professional with a focus on NLP and full-stack solutions.

Contact

Skills

Core Skills

Natural Language Processing (nlp)Retrieval-augmented Generation (rag)Back-end Web DevelopmentHuman Resources (hr)Responsive Web DesignWeb DevelopmentFront-end Development

Other Skills

Application Programming Interfaces (API)Beautiful SoupBootstrap (Framework)Cascading Style Sheets (CSS)CommunicationDockerGitHTMLHTML5JavaScriptLangChainMatplotlibNginxNode.jsNumPy

About

A highly driven pre-final year B.Tech student at IIT Roorkee. My expertise lies in developing and deploying cutting-edge AI Agents using LLMs and RAG. I am passionate about leveraging AI for productivity and solving complex data-driven problems in fast-paced startup environments. Currently seeking challenging Data Science/ML roles focused on NLP, Deep Learning, and Conversational AI, where I can apply my skills in model development, deployment, and performance analytics.

Experience

Opguru

Full Stack Engineer

Dec 2024 – Jun 2025 · 6 mos · United Arab Emirates · Remote

Engineered and deployed AI chatbots leveraging Retrieval-Augmented Generation (RAG) and LLMs, resulting in a 40% improvement in customer query resolution speed and 30% increase in system throughput

OpenAI APISeabornNode.jsBeautiful SoupPython (Programming Language)Git+6

Eco group iit roorkee

Head of Outreach

Nov 2023 – May 2025 · 1 yr 6 mos

Geek gazette

Web Developer

Nov 2023 – Jun 2024 · 7 mos

Back-End Web Development

Bee online communication pvt. ltd.

Web Developer

Nov 2023 – Feb 2024 · 3 mos · Roorkee, Uttarakhand, India · Remote

Responsive Web Design

Plena - crypto super app

Frontend Developer

Nov 2023 – Jan 2024 · 2 mos · Remote

WebflowApplication Programming Interfaces (API)HTMLCascading Style Sheets (CSS)JavaScriptWeb Development

International relations cell, iit roorkee

Joint Secretary, Web Development

Sep 2023 – May 2025 · 1 yr 8 mos · Roorkee, Uttarakhand, India · On-site

Back-End Web Development

Level up

Web Developer

Sep 2023 – Oct 2023 · 1 mo · On-site

React.jsFront-End Development

Cultural council, iit roorkee

Operations Executive

Aug 2023 – May 2024 · 9 mos

Placement and internship cell, iit roorkee

Associate Co-ordinator

Jul 2023 – May 2024 · 10 mos · Roorkee, Uttarakhand, India

Problem SolvingHuman Resources (HR)Team LeadershipCommunication

Education

Indian Institute of Technology, Roorkee

Integrated M.Tech

Oct 2022 – Oct 2027

The Army Public School, Dhaula Kuan, New Delhi

12th — Science

Apr 2021 – Apr 2022

Stackforce found 100+ more professionals with Natural Language Processing (nlp) & Retrieval-augmented Generation (rag)

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