Available for opportunities

Hi! I am Shubh Dwivedi

Building AI Systems
That Solve Real Problems.

Data Science Student · ML Engineer · AI Researcher · building intelligent systems from research papers to production - with measurable, data-driven impact.

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model.accuracy

R² 0.91

regression score

dataset13.3K

samples · bengaluru

models.trained

5 experiments91%

CGPA

9.45

About

Engineer at the intersection of Data Science & AI.

I build intelligent, data-driven systems - from EDA and model training to production APIs and scalable architectures.

I'm Shubh Dwivedi - a Data Science student building production-grade ML systems and AI backends. My work spans the full pipeline: from raw data exploration and statistical analysis to model training, evaluation, and deployment.

I approach every problem as a researcher first. I've published work on AI governance (RSIF framework), built regression and classification models, engineered RAG pipelines with ChromaDB and vector embeddings, and shipped full-stack AI applications used by real users.

Currently exploring agentic AI systems, multi-agent architectures, and the intersection of machine learning with responsible AI governance.

Student → ResearcherML EngineerAI BuilderOpen to rolesKalyan, IN

Education

B.Sc in Data Science

B.K. Birla College, Kalyan · 2025–2028

9.45

CGPA

Research Papers

07+

Projects Built

Hackathons

Stack

The toolkit behind the systems.

A pragmatic, research-oriented stack - from raw data exploration and model training to intelligent APIs and production deployments.

core

Programming

PythonTypeScriptJavaScriptJavaC++R

core

Data Science

Exploratory Data AnalysisFeature EngineeringStatistical AnalysisData VisualizationHypothesis TestingExperimentation

core

Machine Learning

Scikit-LearnPandasNumPyMatplotlib & SeabornJoblibRegressionClassificationModel EvaluationCross-Validation

core

AI / LLMs

LangChainGroq SDKLlama 3Gemini APIRAG PipelinesPrompt EngineeringAgentic Workflows

Vector Databases

ChromaDBEmbeddingsKnowledge RetrievalSemantic Search

Backend

Node.jsExpressFastAPIFlaskREST APIsJWTWebSockets

Frontend

ReactNext.jsTailwind CSSFramer Motion

Databases

PostgreSQLSupabaseFirebase

Tools & Platforms

GitDockerJupyter NotebookVercelGoogle Maps APIPuppeteer

ML & Data Analytics

Data Science capabilities.

The methodology behind every data-driven project - from raw exploration to evaluated, deployed models.

ML Models Compared

per experiment

Datasets Worked With

structured & unstructured

AI Projects Shipped

production-grade

Research Published

conference paper

Standard ML Pipeline

Data Collection

EDA

Feature Engineering

Model Training

Evaluation

Deployment

Exploratory Data Analysis

Distribution analysis, outlier detection, correlation heatmaps, and statistical profiling to understand data before modeling.

PandasMatplotlibSeaborn

Feature Engineering

Encoding, scaling, selection, dimensionality reduction, and domain-informed feature creation to maximize signal quality.

Scikit-LearnNumPyPandas

Model Training & Selection

Comparing regression, classification, and ensemble models with cross-validation. Selecting the best model for the task.

Scikit-LearnXGBoostCross-Validation

Evaluation & Metrics

Rigorous evaluation using R², RMSE, MAE, precision, recall, F1-score, and confusion matrices - not just raw accuracy.

Model EvaluationJoblibStatsmodels

AI & LLM Integration

Building RAG pipelines, agentic workflows, and LLM-powered systems on top of structured and unstructured data.

LangChainChromaDBGroqLlama 3

Production Deployment

Serializing trained models with Joblib, exposing inference via FastAPI endpoints, and building interactive dashboards.

FastAPIJoblibCustomTkinterDocker

Projects

Selected work.

From ML systems and data pipelines to full-stack AI products - every project treated like a real product.

Featured Projects

ML Regression · Data Science Flagship

Bengaluru House Price Prediction

DS Flagship

0.91

R² Score

₹7.8L

RMSE

₹5.2L

MAE

13.3K

Training Rows

End-to-end machine learning system that predicts Bengaluru residential property prices. Covers the full data science pipeline - EDA, feature engineering, model training, evaluation, and an interactive desktop dashboard for real-time inference.

Exploratory Data Analysis with outlier detection (3σ rule)
Feature Engineering: price_per_sqft, location grouping, encoding
5-model comparison: Linear, Ridge, Lasso, Random Forest, XGBoost
Best model: Random Forest - R² = 0.91, RMSE = ₹7.8L
Cross-validation (k=5), MAE, RMSE, R² evaluation suite
Interactive desktop dashboard via CustomTkinter for live prediction
Model serialization with Joblib for production deployment

PythonPandasNumPyScikit-LearnMatplotlibSeabornJoblibCustomTkinterJupyter Notebook

Source

Trade Intelligence · RAG · Multi-Agent

GlobeX AI

DS Flagship

RAG

Architecture

ChromaDB

Vector DB

NestJS

LLM Backend

Hackverse 2026

Hackathon

AI-powered global trade analytics platform built during Hackverse 2026. Processes real export/import datasets, embeds trade data with ChromaDB, and surfaces market insights via an LLM-powered copilot with RAG architecture.

RAG pipeline: ChromaDB embeddings over real trade datasets
LLM-powered trade copilot (NestJS + TypeScript backend)
Export/import trend analysis and market intelligence
Structured data ingestion with embedding generation
Interactive dashboard for trade visualization (React frontend)
AI-driven insights on tariffs, trade corridors, and risk signals

TypeScriptNestJSChromaDBReactLangChainGroq SDKPostgreSQLDocker

Source

AI Safety Platform · Real-Time Systems

Sahasya

Hackathon

Google Solution Challenge 2026

Full-stack women safety platform with instant emergency response, live GPS tracking, and fail-safe Telegram alerts. Designed for real-world use with a scalable backend and offline-capable features.

One-touch SOS activation with real-time alert dispatch
Live GPS tracking & emergency contact integration
Safety dashboard with incident history & streaks
Offline-ready women legal rights companion

ReactNode.jsTypeScriptSupabaseTelegram APIGoogle Maps APIJWT Auth

Live Source

Privacy AI · Zero-Retention Architecture

ZeroReuse AI

Hackathon

TechXpression × CSI · Round 1

Privacy-focused AI image processing platform with zero-retention architecture. Uploaded images are never stored, reused, or used for training — processed entirely in isolated in-memory pipelines.

Stateless temporary AI processing - no persistent storage
Auto-deletion execution pipeline after each request
Isolated in-memory processing for data privacy
Zero-retention guarantee enforced at architecture level

ReactNode.jsFastAPITailwind CSSAI ModelsSupabaseFlask

Live Source

Accessibility Engine · AI Analysis

AccessNX

Hackathon

TechXpression × CSI · Round 2

AI-powered accessibility analysis engine that scans websites, detects WCAG 2.1 issues, and generates targeted remediation suggestions using Llama 3 via Groq.

Dynamic DOM accessibility scanning via Puppeteer + Axe-Core
AI-generated accessibility fixes using Llama 3
WCAG 2.1 compliant issue detection & categorization
Context-aware remediation workflows per element type

Node.jsExpress.jsPuppeteerAxe-CoreGroq SDKLlama 3JavaScript

Source

Experiments & Side Projects

Taskify

AI Task Manager

Voice-to-task AI platform using natural language parsing with Groq + Llama3.

ReactFastAPIPythonSupabase

Live Source

Qubit AI

Interactive Quiz Platform

KBC-inspired AI quiz platform with real-time scoring, dynamic timers, and leaderboards.

ReactNode.jsExpress.jsFramer Motion

Vecna Curse Check

Cinematic AI Experience

Stranger Things-inspired interactive horror experience using camera input, AI analysis, and Firebase leaderboards.

ReactTypeScriptFirebaseGemini API

Source

Research

Published work.

Bridging engineering and academic thought on responsible AI systems.

Conference Paper · 2026 · B.K Birla College, Kalyan

Reconceptualizing Accountability in AI-Driven Startup Ecosystems

A framework - RSIF (Responsible Sustainable Innovation Framework) - that redefines how early-stage AI companies should embed accountability across product, governance and lifecycle decisions.

International Student Research Conference

RSIF framework

AI governance

Paper Live Source

RSIF / v1.2

Hackathons

Shipped under pressure.

Where I sharpen architecture instincts and team execution.

2026

Google Solution Challenge 2026

Team Lead · Backend Architect

Designed scalable backend & data flow
Led architecture planning
Cross-functional team coordination

2026

TechXpression × CSI Hackathon 2026

Team Lead · Backend Engineer

PPT round qualified
Offline 25 hour hackathon participation
Built core API + auth system

2026

HackVerse 2026

Team Lead · Backend Engineer · AI Agent Developer

Led architecture and development of GlobeX AI
Built autonomous AI workflows and backend infrastructure
Designed retrieval pipelines for market analysis and insights

Credentials

Certifications & training.

IBM SkillsBuild - AI Fundamentals

IBM

IIT Bombay Techfest - AI Workshop

IIT Bombay

Microsoft AI Skills Passport

Microsoft

HCL GUVI - AI Summit

HCL × GUVI

Data Analysis & Visualization

B.K. Birla College, Kalyan

Contact

Let's build something unforgettable.

Open to internships, research collaborations, and ambitious product work.

ayushdwivediyt2006@gmail.com

$ status: available

$ location: Kalyan (remote-friendly)

$ response: ~24h

Building AI Systems That Solve Real Problems.

Engineer at the intersection of Data Science & AI.

The toolkit behind the systems.

Programming

Data Science

Machine Learning

AI / LLMs

Vector Databases

Backend

Frontend

Databases

Tools & Platforms

Data Science capabilities.

Exploratory Data Analysis

Feature Engineering

Model Training & Selection

Evaluation & Metrics

AI & LLM Integration

Production Deployment

Selected work.

Featured Projects

Experiments & Side Projects

Published work.

Reconceptualizing Accountability in AI-Driven Startup Ecosystems

Shipped under pressure.

Google Solution Challenge 2026

TechXpression × CSI Hackathon 2026

HackVerse 2026

Certifications & training.

IBM SkillsBuild - AI Fundamentals

IIT Bombay Techfest - AI Workshop

Microsoft AI Skills Passport

HCL GUVI - AI Summit

Data Analysis & Visualization

Let's build something unforgettable.

Building AI Systems
That Solve Real Problems.