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Ria Talsania

Ria Talsania

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Exploring ideas
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About Me

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Ria Talsania

Computer Engineering

Mumbai, IN
9.21CGPA • S.P.I.T
Tech Visas
Valid: Indefinite
React.js
React Native
Next.js
Node.js
Python
FastAPI
MongoDB
Neo4j
LLaMA
Gemini
PostgreSQL
Express.js
Flask
Django
Streamlit
Angular
TensorFlow
ChromaDB
Tailwind CSS
JavaScript
TypeScript
Zustand
MySQL
Sass
Mistral
Hugging Face
CPanel
Vercel
Netlify
PyTorch

Avid Writer

"Where tech meets narrative."

Current Role

Research Intern

IIT BOMBAY

Working on Agentic Workflows & NLP for complex systems.

Active Research

Alzheimer's Digital Twin

Simulating patient progression via multi-modal data fusion & RAG pipelines.

National TT Player

Currently Pursuing: Squash

Command Roles

Current

IEEE Tech Head

Leading digital infra.

2024-25

Sgt-at-Arms

Rotaract Logistics.

Top Honors

WinnerSPIT Hackathon
1st PlaceBBB Hackathon
IEEE PaperICMI 2026

Experience

Expedition Log

Field Report

IIT Bombay Logo
Jan '26 - Present

IIT Bombay

Research Intern

"Current Coordinates. Working on Agentic Workflows & Knowledge Graph-based NLP for naval systems."

Tools Deployed

Neo4jGraphRAGAgents

Publications

Wax Seal
Research Archive
Accepted at IEEE ICMI 2026

Tutor-Aware Automated Essay Scoring with Knowledge Graph Interpretability

To address subjectivity in manual grading, I developed a framework that models tutor-specific styles using Knowledge Graphs. By connecting essay spans to rubric categories via Neo4j, the system provides interpretable justifications for scores, bridging the gap between 'black-box' AI and human pedagogy.

84.6%
Accuracy
+7.8%
Impact
0.81
Stability
Tags:Neo4jKnowledge GraphsLLMsPython

Command History

Service Record • Leadership • Initiative

CurrentActive Duty

Technical Head

IEEE Computer Society

"Leading technical initiatives and overseeing the execution of coding workshops, hackathons, and seminars. Spearheading the tech team to deliver robust solutions for council events."

COMMAND
ACTIVE
Verified
Sep '24 - Sep '25Protocol Officer

Sergeant At Arms

Rotaract Club of S.P.I.T

"Upheld discipline while fostering inclusivity. Served as Director General of MUNify and managed logistics for R.E.D. Led initiatives like 'Frames of Joy' and clothes donation drives, ensuring seamless execution of club protocols."

DISCIPLINE
LOGISTICS
Verified
Oct '23 - Mar '24Specialist

Marketing Team

E-Cell, S.P.I.T.

"Executed strategic marketing campaigns for entrepreneurship summits. Leveraged digital channels to boost engagement and footfall for flagship events."

STRATEGY
Verified
Sep '23 - Apr '24Cultural Attaché

Subcommittee

Oculus S.P.I.T. (Arts)

"Managed arts and culture events for the college fest. Coordinated between student bodies and external artists to deliver high-quality cultural programming."

CULTURE
Verified
Aug '23 - Jul '24Field Operative

Social Services

Rotaract Club of S.P.I.T

"Executed the 'Pad Project' for menstrual hygiene, ran beach cleaning drives, and organized mental health marathons. Active boots-on-the-ground social work."

SERVICE
IMPACT
Verified
2020 - 2021Early Service

House Prefect

Utpal Sanghavi Global School

"Daffodils House Prefect. Led the student council in organizing inter-house dance, drama, and sports competitions. First tactical leadership experience."

LEADERSHIP
Verified

Certifications

RIA.Archive
About
Projects
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Certifications