Open to opportunities

Umesh Kumar

@umeshkumar5

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AI & Backend Engineer building scalable full-stack, cloud-native applications with Generative AI and optimized APIs.

India

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What I'm looking for

I’m looking for an AI & backend role where I can build scalable cloud-native systems, ship real-time REST APIs, and apply Generative AI to create high-availability, data-driven products with strong engineering mentorship.

I’m an AI & Backend Engineer focused on building scalable full-stack applications and cloud-native platforms that deliver reliable, high-performance APIs. I combine Python, MERN, and machine learning to turn data into products, especially through Deep Learning and Generative AI.

On my projects, I built PrepBuilder, a secure MERN interview platform that uses Gemini API to generate fully customized technical assessments, and I deployed it for 24/7 high availability. I also engineered real-time report generation by Dockerizing a Puppeteer/Chromium pipeline to convert AI-generated markdown into polished PDFs.

I’ve applied the same engineering rigor to end-to-end AI systems like Kissan Sarthi, where my TensorFlow model reached 94.6% validation accuracy across 38 plant diseases, and I used Gemini 2.5 Flash plus RapidAPI to generate localized agronomy advisories and multilingual crop guidebooks. Alongside this, I developed an SMS Spam classifier with strong NLP/ML performance (97% accuracy) and supported technical outcomes through leadership in campus recruitment and outreach for major events.

Experience

Work history, roles, and key accomplishments

Assistant Coordinator

Training and Placement Cell, IIIT Bhopal

Jun 2025 - Mar 2026 (9 months)

Coordinated campus recruitment for 50+ students as the primary corporate liaison, improving logistics and using performance data to identify skill gaps for targeted training.

Campus Recruitment Logistics Coordination And Performance Data Stakeholder Management Process Optimization Reporting

Public Relations and Outreach Assistant

Axios Development Club, IIIT Bhopal

Aug 2024 - Sep 2025 (1 year 1 month)

Led outreach for 12+ technical events, driving a 166% increase in student participation and securing corporate sponsorships to support event funding.

Stakeholder Management Student Engagement Proposal Writing Outreach Public Relations Partnership Development Marketing Communications

Education

Degrees, certifications, and relevant coursework

Indian Institute of Information Technology (IIIT) Bhopal

Bachelor of Technology, Information Technology

2023 - 2027

Grade: CGPA 9.20

Activities and societies: Relevant coursework: Data Structure & Algorithm, Object Oriented Programming, Database Management System, Operating System, Cryptography.

Pursuing a Bachelor of Technology in Information Technology at IIIT Bhopal (Aug 2023 to May 2027). Completed coursework in core CS subjects including DSA, OOP, DBMS, OS, and Cryptography.