Hello, I'm

VedantKesharia

Full-Stack AI Engineer & Researcher

Building intelligent systems with cutting-edge AI/ML, full-stack development, and DevOps expertise

About Me

"
I'm a passionate Full-Stack AI Engineer
pursuing my Master's in Computer Science at University of Colorado Boulder.
I specialize in building intelligent systems that bridge the gap between cutting-edge AI research and practical applications, with a focus on creating meaningful impact through technology.

Development Stats

GitHub Repos
Total Commits
Lines of Code
LeetCode Solved
8
My Research Papers

Background

Education

MS Computer Science • University of Colorado Boulder

BTech IT • DJ Sanghvi College • 8.52 CGPA

Research

8 Research Papers • International Journals

Patent Applied • ML Scheduling Algorithms

Leadership

Vice Chairperson • DJ Init.AI Club

Research Intern • USC & IIT Patna

Building the future with AI & Innovation

Work Experience

January 2025

AI/ML Research Intern

University of Southern California (USC)

January 2025 - April 2025

Los Angeles, CA

Contributed to ML models for detecting emotional disturbances and cognitive impairments by analyzing smartphone usage patterns, GPS, and environmental data (air quality, humidity, allergens)

Built and optimized data pipelines, reducing processing time by 60%, and performed advanced data analytics

Visualized insights on a web-based dashboard to support real-time mental health monitoring and behavioral analysis

PythonTensorFlowData AnalyticsDigital PhenotypingDashboard Development

December 2024

Web Development Freelancer

Freelancing

December 2024 - January 2025

Remote

Designed and developed a dynamic property listing website with advanced search capabilities and filters

Implemented user-friendly features, including property-related news and an intuitive interface

Optimized website functionality to deliver seamless navigation with comprehensive property details

ReactNode.jsMongoDBCSSJavaScript

September 2024

Research Intern

Indian Institute of Technology (IIT) Patna

September 2024 - December 2024

Patna, India

Conducted comparative analysis of Vision-Language Models (VLMs) and Large Language Models (LLMs)

Assessed model effectiveness in interpreting region-specific sports data from India and France

Employed rule-based, image-based, and history-based methodologies to evaluate model performance

PythonVLMsLLMsComputer VisionNLPResearch Methodologies

June 2024

AI/ML Intern

Datamatics

June 2024 - August 2024

Mumbai, India

Built Agentic Process Automation (APA) systems using Langchain, Autogen, CrewAI, LaVague, Azure and OpenAI

Developed an Adaptive Capital Allocation System with LLMs and RAG for real-time investment insights

Created OCR-based Automated Document Processing tool with advanced preprocessing for low-quality images

Improved text extraction and decision-making accuracy by 70% using RAG and LLM-driven analysis

LangChainAutogenCrewAIAzureOpenAIRAGOCRPython

December 2023

Web Development Intern

Centre for Development of Advanced Computing (CDAC)

December 2023 - May 2024

Mumbai, India

Developed an interactive virtual dice simulator using ReactJS, Material UI, JavaScript, Plotly, and CSS

Enabled real-time probability exploration through simulations and live graph updates

Integrated dynamic Plotly charts to visualize theoretical vs. experimental outcomes

Enhanced student engagement and conceptual understanding through intuitive UI and smooth animations

ReactJSMaterial UIJavaScriptPlotlyCSSData Visualization

Skills & Expertise

Full-Stack Development

Building scalable applications from frontend to backend with cutting-edge technologies.

React.jsNext.jsNode.jsExpressMongoDBFirebaseJavascriptTypeScriptTailwind CSSPHPMySQLHTMLCSS

AI/ML Engineering

Developing intelligent systems using deep learning, NLP, and computer vision techniques.

TensorFlowPyTorchNLPComputer VisionGANsNeural NetworksAutogenLangChainRAGCrewAILaVagueAgentic AI

DevOps & Cloud

Architecting robust cloud solutions with automated deployment pipelines.

AWSAzureDockerGCPFirebaseCI/CD

Research & Publications

Contributing to cutting-edge research in AI, ML, and computer science domains.

7+ PapersPatent AppliedInternational JournalsConferences

Data Science

Extracting insights from complex datasets using advanced analytics and visualization.

PythonSQLPandasNumPyMatplotlibSeabornJupyter

Performance Optimization

Building high-performance systems that scale efficiently under heavy loads.

Algorithm DesignSystem ArchitecturePerformance TuningScalability

Research & Publications

2024
Published

Adaptive Web Accessing Tool for Visually Impaired People with Explainable AI

International journal Educational Administration: Theory and Practice

Built a multilingual voice assistant for the visually impaired with personalized content delivery using ML and NLP.

NLPTF-IDFExplainable AIWeb AccessibilityVoice Assistant
2025
Presented

Detection of Fake Online Products Using Unsupervised GAN with Grad-CAM Visualization

Presented at BIDA 2025; to be published in Springer’s “Smart Innovation, Systems and Technologies” series.

Developed a GAN-based framework with Grad-CAM to detect fake online products, achieving high accuracy and explainability.

GANsComputer VisionGrad-CAMExplainable AI
2025
Presented

Comprehensive NLP System for Research Paper Discovery and Similarity Analysis

International Conference on Communication, Computing, and Data Security (ICCCDS 2025)

Built an NLP-based system to compare research papers, extract key entities, predict citation impact with LSTM, and rank relevance by abstract similarity.

NLPTF-IDFLSTMDoc2Vec
2025
Under Review

Enhanced Nighttime Crime Surveillance Using Federated Learning: A Technical Evaluation of Aggregation Methods

4th International Conference on Advances in Data-driven Computing and Intelligent Systems (ADCIS 2025)

Federated learning for crime detection with 90-95% accuracy across aggregation methods.

Federated LearningComputer VisionPrivacy
2024
Patent Applied

Resource-Aware Scheduling Algorithms For Machine Learning

Patent Application

Novel scheduling algorithms for ML workloads in heterogeneous environments.

AlgorithmsML OptimizationScheduling
2025
Under Review

AdversaMark: Robust Digital Watermarking through GANs

2nd International Conference on Sustainable Computing and Intelligent Systems (SCIS 2025)

Generative adversarial networks for robust digital watermarking solutions.

GANsDigital WatermarkingSecurity
2025
Under Review

Optimized ECG-Based Detection of Hypertensive Heart Disease Using Federated Machine Learning

5th IEEE ASIANCON 2025

Federated machine learning approach for ECG-based hypertensive heart disease detection.

Federated LearningECG AnalysisHealthcare AI
2025
Under Review

Enhancing Hypertensive Heart Disease Detection Through ECG Signal Optimization

7th International Conference on Communication and Intelligent Systems (ICCIS 2025)

Developed an image-to-signal ECG pipeline using ML/DL for automated hypertensive heart disease detection from paper-based records.

ECG Image ProcessingSignal ExtractionHypertensive Heart DiseaseMachine LearningDeep Learning

Featured Projects

CareerMatic

1st place at IIT Bombay Techfest. Automated job matching system with resume parsing, AI-based role matching, and personalized email delivery.

CareerMatic
PythonNLPRPAMLWeb ScrapingEmail API

EcoCarrier

Smart India Hackathon 2024 Finalist. Comprehensive ESG platform with IoT leak detection, MERN stack, Flutter app, and multilingual RAG chatbot.

EcoCarrier
MERN StackFlutterIoTAWSMLRAG

AgroServe - P2P Lending Platform

Fintech Domain Prize Winner at SPIT Hackathon. Multilingual platform for secure farmer lending with ML-based crop analysis and credit scoring.

AgroServe - P2P Lending Platform
FlutterMERN StackMLCredit AnalysisMultilingual

Virtual Dice Simulator

Virtual lab for students to explain them probability using dice simulation with real-time graph updates and interactive learning.

Virtual Dice Simulator
ReactJSMaterial UIJavaScriptPlotlyCSS

BrainAI

An AI web application with functions like code/music/video/image generation from any text using advanced AI models.

BrainAI
Next.jsOpenAIReactTypeScriptAI APIs

SocialBay

This is a social media website made by tools like MUI, ReactJs, NodeJs, ExpressJs, MongoDB with real-time features.

SocialBay
ReactNode.jsExpressMongoDBMaterial UI

Get In Touch

Let's Connect

I'm always interested in discussing new opportunities, innovative projects, and collaborations in AI/ML, software development, full-stack development, and research.