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SWASTI JAINSJ
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SWASTI JAIN

@swastijain1

AI/ML engineer building agentic RAG and enterprise support tools, including a LangGraph agent that generates ticket-resolution workflows.

India
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At Persistent Systems, I built an autonomous LangGraph agent that generates reusable ticket-resolution workflows from historical enterprise IT incidents.

At Fotographiya, I built an automated wedding photo curation pipeline that filters and ranks images using face detection, aesthetic scoring, emotion recognition, and composition analysis. I also implemented OpenCV preprocessing for face quality, exposure, backgrounds, and near-duplicate removal.

My projects include Polygraph, an evaluation framework for agentic RAG, and PaperTrail, a document-intake engine with cross-document validation. At IISc Bengaluru, I surveyed heritage-image damage-detection and completion methods, trained a YOLO detector, and used Stable Diffusion inpainting to restore damaged regions.

Experience

Work history, roles, and key accomplishments

FO

AI/ML Intern

Fotographiya

Jun 2025 - Jul 2025 (1 month)

Built an automated wedding photo curation pipeline that filters and ranks images using face detection, CLIP-based aesthetic scoring, emotion recognition and composition analysis. Implemented OpenCV preprocessing for face-quality assessment, exposure validation, background analysis and near-duplicate removal.

IISc Bengaluru logoIB

ML Research Intern

IISc Bengaluru

Dec 2024 - Feb 2025 (2 months)

Surveyed damage-detection and image-completion methods for 2D heritage-sculpture images; trained a YOLO detector for multi-class damage detection and used Stable Diffusion inpainting for damaged-region restoration.

Education

Degrees, certifications, and relevant coursework

Rajasthan Technical University logoRU

Rajasthan Technical University

B.Tech, Information Technology

Grade: 9.0/10

Pursuing a B.Tech in Information Technology with a current CGPA of 9.0/10, expected to graduate in 2027.

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