Hi, I'm Shivanshu Dwivedi

Entrepreneur

Software Engineer

Machine Learning Engineer & Researcher

Artifical Intelligence Engineer

A passionate software engineer and entrepreneur with a strong interest in building scalable and innovative products.

Achyut Katiyar

Featured Projects

Check out some of my recent work

TechSwipe
TechSwipe
A full-stack swiping app with ML-powered recommendations using Word2Vec and Epsilon-greedy algorithms on 70+ GB e-commerce dataset.
JavaScriptSwiftSwiftUINode.js+6
  • Engineered a full-stack swiping app with Node.js/Express backend and Firebase Firestore, achieving 35% faster server response on a 70+ GB dataset across 100+ collections
  • Implemented Word2Vec & Epsilon-greedy ML algorithms on Google Shopping data and drove UI optimizations via A/B tests with 1000+ users—increasing app interactions by 30%
LIGO Real-time Analytics Pipeline
LIGO Real-time Analytics Pipeline
A high-performance streaming pipeline processing 100M+ daily seismic samples for gravitational wave detection with sub-second latency.
Apache FlinkKafkaPythonKubernetes+6
  • Achieved sub-second end-to-end latency on 100M+ daily seismic samples by architecting a Kafka→Flink streaming pipeline on Kubernetes to ingest 24 vibration data channels
  • Boosted anomaly-detection accuracy by 20% and cut false-positives to under 1% by deploying Wavelet→UMAP→XGBoost models as microservices
Microkernel Operating System
Microkernel Operating System
A custom microkernel OS with preemptive multitasking, virtual memory management, and optimized context switching.
Cx86-64 AssemblyQEMUVirtual Memory+3
  • Engineered a microkernel supporting preemptive multitasking, round-robin scheduling, and IPC in C and x86-64 Assembly, optimizing context-switch overhead by 17%
  • Successfully running 8 concurrent user-space tasks on QEMU with robust process isolation
Real-Time Portfolio Risk Engine
Real-Time Portfolio Risk Engine
A high-performance hybrid Python/C++ engine computing portfolio VaR/CVaR in under 5ms for 100K+ positions.
PythonC++pybind11Intel TBB+5
  • Computed portfolio VaR/CVaR in under 5ms for 100K+ positions by engineering a hybrid Python/C++ engine with pybind11 for low-latency risk calculations
  • Accelerated Monte-Carlo simulations by 70% by implementing multi-threaded execution with Intel TBB
ML-Based Alpha Signal Generator
ML-Based Alpha Signal Generator
A high-frequency trading system achieving 62% directional accuracy with LSTM models and real-time FastAPI inference.
PythonTensorFlowLSTMFastAPI+5
  • Achieved 62% directional accuracy on next-bar return predictions by training and backtesting LSTM models on 5 years of high-frequency financial data
  • Delivered real-time alpha signals at over 50K requests/sec by deploying the model via a high-performance FastAPI inference service
GYAN.AI
GYAN.AI
An inclusive educational platform leveraging OpenAI Whisper, GPT-4 Turbo, and fine-tuned Gemma models for students with disabilities.
OpenAI WhisperGPT-4 TurboGoogle GemmaFacebook TTS+6
  • Created an innovative educational platform leveraging advanced AI models for inclusive learning environments
  • Integrated video-to-notes conversion, AI chatbot, summarization, and text-to-speech for comprehensive accessibility
View All Projects

Technical Skills

Always open to learning something new. Here's my expertise across various technologies and tools:

Python logoPython
C++ logoC++
Java logoJava
JavaScript logoJavaScript
TypeScript logoTypeScript
Swift logoSwift
C logoC
SQL logoSQL
x86-64 Assembly logox86-64 Assembly
Kotlin logoKotlin
Spring Boot logoSpring Boot
Flask logoFlask
FastAPI logoFastAPI
Express.js logoExpress.js
Node.js logoNode.js
React.js logoReact.js
Next.js logoNext.js
React Native logoReact Native
SwiftUI logoSwiftUI
Flutter logoFlutter
Django logoDjango
Vue.js logoVue.js
Angular logoAngular
Tailwind CSS logoTailwind CSS
Three.js logoThree.js

Achievements & Recognition

Academic excellence, research contributions, and competitive achievements

Next Genius Scholar (India)

Academic Excellence

Won Full-Tuition Scholarship by Next Genius Scholarship Program at Trinity College, Hartford worth $350,000+

Thomas Holland Scholar

Academic Excellence

Won $2000 for being the 2nd highest GPA in Trinity College, Hartford

Albert J. Howard - Best Junior in Physics Award

Academic Excellence

Won the Best Junior in Physics Award at Trinity College, Hartford

Deans Scholar

Academic Excellence

Achieved the top 0.1% GPA at Trinity College, Hartford

Phi Sigma Phi - Physics National Honors Society

Academic Excellence

Inducted as a member of the national society of Physics for commendable achievements in Physics

Phi Delta Gamma - Mathematics Award of Merit

Academic Excellence

Awarded for commendable achievements in Mathematics

WesHacks'24 Winner

Competitions

Won the best project award at the Wesleyan University's annual hackathon

$350K+ Scholarship WinnerTop 0.1% GPAPhysics & Math HonorsHackathon ChampionNational Honor Societies

Startups & Research

Building the future through entrepreneurship and cutting-edge scientific research

Yaaro

Founded and architected a next-generation social networking platform that scales to serve 500,000+ monthly active users. Built with cutting-edge geospatial algorithms, microservices architecture, and AI-powered matchmaking that achieved 88% success rate improvement.

Spring BootReact NativeGCP/KubernetesPostGISRedis
Yaaro

Research Contributions

Advancing the frontiers of quantum computing, gravitational wave detection, and predictive analytics through innovative machine learning approaches

Gravitational Physics

LIGO Gravitational Wave Detection

LIGO Scientific CollaborationMar 2025 - Present

Real-time analytics pipeline for gravitational wave detection using advanced ML models

Sub-second latency on 100M+ daily seismic samples
20% boost in anomaly-detection accuracy
Under 1% false-positive rate
Quantum Computing

Quantum Control with GNNs

Trinity CollegeMay 2025 - Present

GNN-driven 3D Hubbard lattice simulations for advanced qubit control systems

28% reduction in gate error across 50+ configurations
65% faster parameter search optimization
Peer-reviewed paper & open-source toolkit
Predictive Analytics

SSD Failure Prediction

Trinity CollegeJan 2024 - Jan 2025

ML-based predictive maintenance system for enterprise storage infrastructure

94.1% prediction accuracy (30.4% improvement)
30% reduction in model training time
7% improvement in maintenance efficiency
Astrophysics

Supernova Explosion Modeling

Trinity College & NC StateJan 2024 - Jan 2025

Time-series models for astrophysical event prediction and analysis

15.4% increase in supernova prediction accuracy
20% enhancement in model runtime performance
Scalable cloud deployment on GCP
Machine LearningApplied PhysicsEntrepreneurship

Shivanshu Dwivedi

An entrepreneur, software developer, and a machine learning enthusiast but a Problem - Solver at heart

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