#!/usr/bin/env python3
# ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
class Janani:
"""
AI Engineer | LLM Specialist | GenAI Builder
"""
def __init__(self):
self.name = "Janani V"
self.degree = "B.Tech — AI & Data Science '26"
self.cgpa = 8.05
self.location = "India 🇮🇳"
self.pronouns = "she/her"
self.coffee_level = "☕☕☕ critical"
@property
def currently_building(self):
return [
"🤖 Real-time AI systems with LLMs",
"🔧 Fine-tuned models via LoRA / QLoRA",
"🔍 RAG pipelines & Agentic workflows",
"🧪 Multimodal AI experiments",
]
@property
def currently_learning(self):
return {
"agents" : ["LLM Agents", "Tool Calling", "Planning"],
"multimodal" : ["Vision + Language Fusion"],
"vectordb" : ["FAISS", "ChromaDB", "Pinecone"],
"compression" : ["Quantization", "Model Pruning"],
"frameworks" : ["CrewAI", "AutoGen", "LangGraph"],
}
@property
def achievements(self):
return [
"🔬 Patent Holder — AI Smart Helmet",
"📖 Research Published — ICNGTS 2026",
]
def contact(self) -> str:
return "jananiviswa05@gmail.com"
def __repr__(self) -> str:
return "Code with passion. Build with purpose. 🚀"
# ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━
me = Janani()
print(me) # → Code with passion. Build with purpose. 🚀 |
|
| Domain | Proficiency | Level |
|---|---|---|
NLP & Text Intelligence |
████████████████████ 95% |
🔥 Expert |
Computer Vision |
███████████████████░ 92% |
🔥 Expert |
Generative AI & LLMs |
██████████████████░░ 88% |
⚡ Advanced |
RAG & Knowledge Systems |
█████████████░░░░░░░ 68% |
⚡ Advanced |
Vector Databases |
█████████████░░░░░░░ 65% |
⚡ Advanced |
LLM Fine-Tuning (LoRA/QLoRA) |
██████████░░░░░░░░░░ 50% |
🌱 Building |
Agentic AI & Multi-Agent |
████████░░░░░░░░░░░░ 45% |
🌱 Building 🔥 |
Model Compression & Quant |
████████░░░░░░░░░░░░ 45% |
🌱 Learning |
LangChain & LangGraph |
████████░░░░░░░░░░░░ 45% |
🌱 Learning 🔥 |
| 🔧 | Fine-tuned LLMs with LoRA & QLoRA — parameter-efficient training on open-source models |
| 🧪 | Experiments spanning NLP, GenAI, LLM evaluation — tracked, versioned, reproducible |
| 📦 | Model cards with detailed training configs, hyperparameters & benchmarks |
| 🤝 | Open to collaborations on model fine-tuning, research & AI systems |
💬 "Where my models live rent-free." 🏠
| Goal | Status | |
|---|---|---|
| 🚀 | Ship 3+ production-ready AI systems |  |
| 📖 | Publish 2nd research paper | |
| 🤖 | Master multi-agent LLM frameworks | |
| 🔧 | Build & open-source a RAG framework |  |
| 🎓 | Land an AI/ML engineering Job | |
| ⭐ | Contribute to top open-source AI repos | |
| 🧠 | Train a model from scratch (not just fine-tune) |  |
— Janani V · probably at 2 AM debugging a fine-tune 🌙
Open to AI research collaborations, internships & building impactful things in the LLM / GenAI space.
╔══════════════════════════════════════════════════════════╗
║ ║
║ "The best way to predict the future is to build it." ║
║ — Alan Kay ║
║ ║
╚══════════════════════════════════════════════════════════╝