class AIEngineer:
def __init__(self):
self.name = "Biresh Kumar Singh"
self.education = "B.Tech CSE @ Bharati Vidyapeeth (CGPA: 9.06/10)"
self.role = "AI/ML Engineer & Full-Stack Developer"
self.location = "Pune, Maharashtra, India"
self.current_focus = ["RAG Systems", "LLM Applications", "Agentic AI"]
self.achievements = {
"JPMorgan Code for Good": "Top 450 / 50,000+ applicants",
"PAN IIT Imagine Cup": "Finalist out of 15,000+ registrations with a 2% selection rate"
}
self.looking_for = "AI/ML opportunities in RAG and LLM development"
def say_hi(self):
print("Thanks for dropping by! Let's build something amazing together!")
me = AIEngineer()
me.say_hi()|
Production-grade AI recruiter with RAG & security
Tech Stack:
Key Features:
|
AI-powered Q&A generation with semantic search
Tech Stack:
Key Features:
|
|
Autonomous multi-step reasoning agent
Tech Stack:
Key Features:
|
Svelte-based blockchain property management Tech Stack:
Key Features:
|
Contributions: Feature enhancements · Bug fixes · Code optimization · Documentation
Impacting thousands of creators on the Gumroad platform
|
Code for Good 2025 
Top 450 out of 50,000+ applicants Shortlisted after rigorous coding rounds and technical interviews |
Imagine Hackathon 2025 
Selected from 15,000+ registrations |
| Experience | Research & Innovation | Academic Excellence |
|---|---|---|
| Production AI deployments | Advanced RAG architectures | 9.06/10 CGPA |
| AWS cloud infrastructure | Agentic AI systems | Strong CS fundamentals |
| Full CI/CD pipelines | LLM fine-tuning | DSA, DBMS, OS, Networks |
| Open-source contributions | Vector search optimization | Continuous learner |
- Explored SPV wallets, smart contracts, and scalable blockchain architectures
- Led development of Property Registry application using Svelte
- Earned Skilled Developer Certificate as final qualifying project
- Delivered production-ready blockchain solution with security best practices
graph LR
A[Current Focus] --> B[Advanced RAG]
A --> C[LangGraph Agents]
A --> D[Multi-Modal AI]
B --> E[Production Systems]
C --> E
D --> E
E --> F[Real-World Impact]
style A fill:#58A6FF
style E fill:#1F6FEB
style F fill:#FF6B6B
| Research Areas | Building | Mastering |
|---|---|---|
| Advanced RAG Techniques | Production AI Systems | LangGraph & Agentic AI |
| Prompt Engineering | AWS Cloud Architecture | Multi-Modal Models |
| LLM Fine-tuning | Scalable Infrastructure | Vector Databases |
| AI Security & Privacy | CI/CD for ML | AI Safety & Ethics |
I'm always excited to collaborate on innovative AI projects! Whether you're working on:
RAG applications & LLM systems · Production ML deployments · Open-source AI tools · Research in NLP & deep learning · Hackathons & competitions
Feel free to reach out! Let's build something amazing together 🚀
⭐️ From biresh1929 | Building the future with AI, one commit at a time
Fun Fact: I love turning complex AI research into production-ready applications!