Open to opportunities

saketh chatla

@sakethchatla

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Full-stack developer specializing in MERN, Java Spring Boot, and deployable AI integrations.

India

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What I'm looking for

I seek a role building scalable web services that integrate AI, with a collaborative engineering culture, emphasis on performance, and opportunities to deploy ML-powered features.

I am a hands-on full-stack developer experienced in MERN and Java Spring Boot, focused on building scalable web applications and integrating machine learning models into production backends. I prioritize clean code, backend performance, and practical solutions, having deployed apps on AWS and Vercel and optimized systems for sub-second responses.

My projects include a 3D medical imaging segmentation and classification tool, a smart pharmacy search platform, and a feedback-analysis GenAI agent that raised model accuracy from 68% to 85%. I bring proven experience in Docker, CI-friendly deployments, and creating modular components for future extensibility.

Experience

Work history, roles, and key accomplishments

NLP Engineer

Feedback Analysis Project

Sep 2024 - Jan 2025 (4 months)

Developed a review summarization app using NLP and sentiment analysis, improving model accuracy from 68% to 85% and reducing loss from 1.3 to 0.6 while delivering summaries in ~7–8s per input through backend tuning.

Python Flask NLP Sentiment Analysis Docker AWS Performance Tuning

AI/ML Full-stack Engineer

GenAIMed3D Project

Jun 2024 - Oct 2024 (4 months)

Built an AI-driven 3D medical imaging tool integrating U-Net, UNETR, and ViT for segmentation and classification and combined Python AI backend with a MERN UI optimized for AWS deployment.

Python Flask Spring Boot MongoDB U Net AWS

Full-stack Developer

Medical Store AI Assistant

Mar 2024 - Jul 2024 (4 months)

Created a pharmacy web app using the MERN stack and Gemini API with Fuse.js fuzzy search, deployed on Vercel with caching optimizations to achieve sub-second responses.

MongoDB Vercel Gemini API FUSE Caching MERN

Full-stack Developer

Independent Projects

Developed and deployed multiple full-stack web applications combining MERN and Python/Flask backends, integrating ML models for image processing and feedback analysis to improve accuracy and performance.