I like working where software meets real problems.
My work spans AI/ML, LLM evaluation, RAG systems and full-stack engineering. I enjoy turning ideas into products, experimenting with new systems, and contributing to software that is actually used.
Currently exploring AI agents, retrieval systems, developer tools and applied ML.
$ whoami
Yug Johri
$ focus
LLMs
AI Evaluation
RAG
AI Agents
Machine Learning
Full-Stack Engineering
$ status
building...
On-device AI file intelligence agent
Designed around safe execution, local inference and real-time classification.
Python FastAPI Ollama RAG WebSockets Tauri Next.js
MSME scheme discovery platform
Built an eligibility engine and REST API to help users discover relevant government schemes.
3rd Prize — Prod-G Hackathon, IIT Roorkee
Applied machine learning system
Random Forest + XGBoost ensemble with SMOTE and threshold tuning.
37% F1-score improvement
More projects
Quillora TypeScript-based product focused on a modern AI-powered writing experience.
Air Canvas Computer-vision based interactive drawing system.
AI Trainer & Prompt Evaluator
Outlier AI · Handshake AI · micro1
LLM reasoning, truthfulness, instruction adherence, adversarial prompts, structured evaluation and RLHF data scoring.
Full-Stack Development Intern
NovaAutomata Innovations
Built Django REST APIs and 10+ React components for a DRDO-facing platform, reducing manual data handling by approximately 30%.
Vice President — Blockchain Department
DevClub · Rishihood University
Technical workshops, contributor onboarding, code review and Solidity/EVM development.
| 1357 | 1610 | 250+ |
|---|---|---|
| Codeforces | LeetCode | Problems |
Languages
Python · TypeScript · JavaScript · C++ · SQL · Solidity
AI / ML
RAG · LangChain · LangGraph · Ollama · XGBoost · scikit-learn
Backend
FastAPI · Django REST · PostgreSQL · WebSockets · Docker
Frontend
React · Next.js · Tauri
AI agents ███████████████░░░
RAG systems ██████████████░░░░
Open source ████████████░░░░░░
Competitive Prog ██████████░░░░░░░░