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saketh chatlaSC
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saketh chatla

@sakethchatla

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

FP

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.

GP

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.

MA

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.

IP

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.

Education

Degrees, certifications, and relevant coursework

KT

Keshav Memorial Institute of Technology

Bachelor of Technology, Computer Science and Engineering

Grade: 7.2 GPA

Completed a B.Tech in Computer Science and Engineering with emphasis on full-stack development and AI integrations.

SK

Sri Chaitanya Jr College, Kothapet

Intermediate, Mathematics, Physics, Chemistry

Grade: 95.2%

Completed intermediate (PCM) coursework with a strong focus on mathematics, physics, and chemistry.

SN

Sri Chaitanya Techno School, Nacharam

Secondary School Certificate (SSC), Secondary Education

Grade: 10.0 / 10.0

Completed secondary education (SSC) with top marks across subjects.

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saketh chatla - NLP Engineer - Feedback Analysis Project | Himalayas