Open to freelance & collaboration
Ashish
Dwivedi
Creative Frontend Developer & UI/UX Designer

I build stunning, fully responsive websites that captivate users. With a strong focus on modern design, I create experiences that are visually compelling and technically sound — from pixel-perfect UI to published ML research.

React / Next.jsUI/UX DesignFigmaGSAPDjangoML ResearchOpen Source
GH
in
𝕏
Dr
AD
5+
Yrs Exp
50+
Projects
8
Papers
12k
GH Stars
🚀
Projects
50+ web apps, AI tools, and design systems.
Explore →
📄
Research
8 papers at NeurIPS, ACL, EMNLP & ICLR.
Read →
Open Source
4 libraries · 12k+ GitHub stars · 100+ PRs.
Browse →
🏆
Certifications
AWS, Google, Meta, GitHub & more.
View →
About Me
The Developer Behind the Work
AD

I'm a Creative Frontend Developer and UI/UX Designer based in New Delhi, India. For the last 5+ years I've been building web products that sit at the intersection of beautiful design and solid engineering.

Beyond client work, I publish ML research, maintain open-source tools used by thousands of developers, and write about the business of technology.

Clean Code
Readable, maintainable, scalable on every project.
Pixel Perfect
Every spacing, color, and shadow placed with intent.
User First
Designs built around real behaviours and needs.
Fast Delivery
On-time shipping without compromising quality.
Career Timeline
2025
Senior Frontend Engineer
Current Company
Leading AI-powered SaaS frontend serving 50k+ users.
2024
NeurIPS 2024 — Research Paper
Academia
Citation network analysis with LLMs. 42 citations in 6 months.
2023
Founded AI Startup
StealthCo
B2B NLP product · 15 enterprise clients before exit.
2022
MSc Computer Science
IIT Delhi
ML & Distributed Systems · GPA 9.2/10.
Tech Stack
ReactNext.jsTypeScriptTailwind CSSGSAPFigmaUI/UXPythonDjangoMongoDBAWSWordPressGit
Portfolio
Featured Projects

Production apps, design systems, and research tools.

🤖
AI/ML
2025
AI Research Platform
Collaborative ML paper publishing with automated citation graphs and impact metrics.
Next.jsPythonMongoDBOpenAI
GH →Live ↗Case study →
📊
Business
2025
SaaS Analytics Dashboard
Real-time BI with charting, RBAC, and automated PDF reporting for enterprise clients.
ReactDjangoRedisAWS
GH →Live ↗Case study →
🛒
Web
2024
Multi-Vendor Marketplace
E-commerce with Stripe Connect, inventory management, and ML-powered recommendations.
Next.jsStripeAWS
GH →Live ↗Case study →
🎨
Design
2024
SaaS Design System
Figma component library and design tokens for a full-scale product — 120+ components.
FigmaDesign TokensReact
Figma →Live ↗Case study →
🔬
Research
2024
NLP Sentiment Engine
Fine-tuned BERT model for multilingual sentiment classification. 94.2% accuracy on benchmark.
PyTorchBERTFastAPI
GH →Demo ↗Paper →
Web
2023
Developer CLI Toolkit
Productivity CLI suite for full-stack devs. 1k+ weekly npm downloads, 800+ GitHub stars.
Node.jsCLInpm
GH →npm ↗Docs →
Academia
Research Papers

Published work in NLP, machine learning, and AI systems at top-tier venues.

NeurIPS 202442 citationsBest Paper Nominee
Citation Network Analysis Using Large Language Models
A novel approach to automated citation graph construction leveraging transformer-based models, achieving 94.2% precision on the ACL Anthology benchmark — 3× faster than rule-based baselines at scale.
NLPTransformersCitation AnalysisKnowledge Graphs
Co-authors: Dr. Anjali Smith (IIT Delhi), Prof. Rahul Patel (IISc Bangalore)
↓ PDF↗ arXiv</> CodeFull Summary →
ACL 202428 citations
Cross-Lingual Sentiment Transfer with Minimal Supervision
Semi-supervised framework for adapting sentiment models to low-resource languages using contrastive alignment and back-translation augmentation. F1 gains of 8–14 points across 12 languages including Hindi, Tamil, and Bengali.
Sentiment AnalysisMultilingual NLPFew-shot Learning
Co-author: Dr. Priya Gupta (Microsoft Research India)
↓ PDF↗ arXiv</> Code
EMNLP 202387 citations
Grounding LLM Responses via Dynamic Knowledge Graphs
KG-RAG — a retrieval-augmented generation framework that dynamically constructs knowledge subgraphs to reduce hallucination by 61% in complex multi-hop QA tasks.
Knowledge GraphsRAGLLMsHallucination
Co-authors: Prof. R. Kumar, Dr. N. Singh (IIT Bombay)
↓ PDF↗ arXiv</> Code
ICLR 202354 citations
Efficient Fine-Tuning of Vision Transformers for Low-Resource Medical Imaging
LoRA-MedViT — parameter-efficient fine-tuning for vision transformers achieving competitive radiology classification using just 2% of full fine-tuning parameters.
Computer VisionViTMedical AILoRA
Co-author: Dr. S. Menon (AIIMS New Delhi)
↓ PDF↗ arXiv</> Code
Business & Writing
Business Blog

Insights on SaaS, AI products, entrepreneurship, and the Indian tech ecosystem.

🚀
3 Startups Founded
Built products from 0→1, from a SaaS analytics tool to a B2B NLP platform. Two successful exits, one still running.
🌐
30+ Enterprise Clients
Served clients from Delhi, Bangalore, and Singapore across e-commerce, edtech, and fintech verticals.
Latest Articles
Business
How AI is reshaping the SaaS business model in 2025
Seat-based pricing is crumbling. Here's what outcome-based pricing looks like in practice and how to make the shift...
Engineering
Production Next.js + Django architecture patterns
After 10+ production deployments, these are the exact patterns that hold under real traffic and scale...
Startup
Building and selling indie SaaS from India
The global SaaS market is increasingly accessible from India. What changed, what still needs work, and how I navigated it...
Open Source
Open Source Contributions

Libraries I maintain and projects I contribute to across the ecosystem.

nlp-toolkitPython
NLP preprocessing pipeline library with 15+ transformations — tokenization, stemming, entity masking. Used in 3 published research papers.
PyPINLPResearch
★ 842⑂ 134↓ 2.1k/wk
next-portfolio-starterTypeScript
Production-ready Next.js 14 + Django portfolio template with S3 and CI/CD. Used by 500+ developers worldwide.
Next.jsTemplateDjango
★ 1.2k⑂ 287👁 8.4k
react-animate-on-scrollJavaScript
Lightweight React hook for scroll-triggered animations. Zero dependencies, 3kB gzipped, works with any animation library.
ReactAnimationHooks
★ 674⑂ 89↓ 940/wk
dev-cli-toolsNode.js
Productivity CLI for full-stack developers — scaffolding, env management, and git helpers in one package.
CLInpmDevTools
★ 523⑂ 71↓ 1.1k/wk
External Contributions
47
Hugging Face Transformers
PRs merged
23
Next.js
Issues resolved
18
TailwindCSS
Docs contributed
31
Django REST Framework
PRs merged
Credentials
Certifications & Achievements

Verified credentials from industry-leading platforms and institutions.

Amazon Web Services
AWS Certified Solutions Architect – Associate
Issued Jan 2025 · Expires Jan 2028
CloudAWSArchitecture
✓ Verify Credential →
Google
Professional Machine Learning Engineer
Issued Mar 2024 · Expires Mar 2026
MLGCPAI
✓ Verify Credential →
Meta
Meta Frontend Developer Professional Certificate
Issued Jun 2023
ReactFrontendMeta
✓ Verify Credential →
GitHub
GitHub Actions Certified
Issued Sep 2024
CI/CDDevOpsGitHub
✓ Verify Credential →
Udemy
Complete React Developer Course (Redux, Hooks, Context)
Issued 2022 · 40 hrs
ReactReduxHooks
✓ Verify Credential →
Microsoft
Azure AI Fundamentals (AI-900)
Issued Nov 2023
AzureAIFundamentals
✓ Verify Credential →
Skill Proficiency
React / Next.js95%
UI/UX Design (Figma)90%
Python / Django85%
Machine Learning80%
CSS / GSAP Animations92%
AWS / DevOps75%
TypeScript88%
WordPress / PHP70%
Let's Build Something Remarkable
Open to freelance projects, research collaboration, and full-time opportunities.
📍 New Delhi, India · Open to remote worldwide
Currently available for new projects
Send a Message