class AmanGupta:
def __init__(self):
self.role = "AI/ML Engineer & Full-Stack Developer"
self.location = "Lucknow, India ๐ฎ๐ณ"
self.current_focus = ["RAG Systems", "LLM Fine-tuning", "AWS Architecture"]
self.vibe = "Building cool stuff that actually works ๐"
def daily_routine(self):
return [
"โ Coffee++",
"๐ป Code something awesome",
"๐ค Train some neural networks",
"๐ Learn something new",
"๐ฏ Ship features that matter"
]๐ค AI/ML Arsenal
Making databases talk in plain English
- Built an AI that writes & executes SQL queries from natural language
- Added safety nets with rollback mechanisms (because nobody wants to DROP TABLE accidentally ๐ )
- Deployed on AWS Lambda with cost optimization
Two flavors of AI document intelligence
- Version 1: Custom Flask pipeline with vector embeddings
- Version 2: FastAPI + LangChain powerhouse
- Integrated ChromaDB & Qdrant for lightning-fast retrieval
- TruLens evaluation for bulletproof reliability
Predicting market vibes through news sentiment
- Hybrid CNN-LSTM model for Indian stock market prediction
- Published research paper in Springer conference ๐
๐ Achievement Unlocked
๐ฅ IEEE SPS Seasonal School Champion (AI for Elderly Assistance)
๐ฅ IEEE National Symposium Runner-up (IoT Soil Analysis)
๐ 2 Research Papers Published (IEEE & Springer)
๐ฏ Top 7 Nationwide - KPMG Cybersecurity CTF
๐ค Conference Speaker at multiple IEEE events
coffee_addiction: "Severe โ"
favorite_debugging_method: "Rubber duck conversations ๐ฆ"
superpower: "Turning complex problems into simple solutions"
weakness: "Perfectionism (and good pizza ๐)"
motto: "Code it like you mean it"โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
โ ๐ Achievement: Published Researcher โ
โ โก Skill Points: 2500+ hours coded โ
โ ๐ฏ Current Quest: Building AGI โ
โ โ Coffee Level: Dangerously High โ
โ ๐ Deployment Streak: 47 days โ
โโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโโ
- ๐ Building AI products that don't suck
- ๐ค Collaborating on ML research projects
- ๐ผ Internship/full-time opportunities
- ๐ Hackathons (I bring snacks AND skills)
- โ Coffee chats about tech, life, and everything in between
๐ฏ Did you know?
I once debugged a neural network at 3 AM with nothing but
print statements and pure determination (and lots of coffee) โ
Current mood: Ready to turn your wildest AI ideas into reality ๐
"Building the future, debugging the present, learning from the past" ๐

