class MKNSaiVarun:
def __init__(self):
self.name = "MKN Sai Varun"
self.role = "AI/ML & Backend Engineering Student"
self.university = "KMIT – B.Tech CSE (AI & ML) 🎓"
self.cgpa = 9.63
self.location = "Hyderabad, India 🇮🇳"
self.internship = "AMTS Step Intern @ Salesforce Inc. 💼"
self.passion = ["LLM Applications", "RAG Pipelines", "Demand Forecasting", "Voice AI"]
self.current = "Building EchoTrace & FusionCast - production AI platforms 🚀"
self.fun_fact = "I named my voice assistant FRIDAY. Jarvis was already taken."
def say_hi(self):
print("Thanks for stopping by! Let's build something intelligent. 🤖")
me = MKNSaiVarun()
me.say_hi()- 🔭 Shipped EchoTrace to production - 36 users & 187 page views in week one
- 🧪 Validated a research paper's RMSE metrics within 5% deviation on FusionCast
- 🛠️ Fixed a SOX-critical duplicate order bug at Salesforce during internship
- 🏆 600+ LeetCode problems solved | Top 11.5% | Rating 1660
- 🌱 Currently pursuing AWS Cloud Practitioner certification
-FF6A00?style=for-the-badge&logo=python&logoColor=white){kind=icon}
-F55036?style=for-the-badge&logo=groq&logoColor=white){kind=icon}
| 🏗️ Project | 📝 Description | 🔧 Stack | 🌐 |
|---|---|---|---|
| 🎯 EchoTrace | Production AI-powered event timeline & routine platform. 36 users, 187 page views, 5.2 pages/session in week one. | FastAPI · Next.js · Vercel · Render | Live · GitHub |
| 📈 FusionCast | Multi-Channel Data Fusion Network (MCDFN) for demand forecasting using CNNs + LSTMs + BiGRUs. RMSE 5.85 - within 5% of paper. | PyTorch · SHAP · PFI · Time-Series | GitHub |
| 🤖 F.R.I.D.A.Y | End-to-end voice assistant - Whisper STT → RAG → LLaMA 3.3 70B → TTS with SSE streaming and Next.js dashboard. | FastAPI · ChromaDB · Groq · Next.js | GitHub |
| 💼 Salesforce MuleSoft | Fixed SOX-critical duplicate order bug; engineered idempotency safeguards across 3 MuleSoft event pipeline flows. | MuleSoft · Salesforce · RabbitMQ | - |
| 🏅 Achievement | 📌 Details |
|---|---|
| 💻 LeetCode | 600+ problems solved · Top 11.5% · Rating 1660 · Strong in DP & Algorithms |
| ☁️ Salesforce | Ranger + Agentblazer Innovator status - earned within 2 weeks of internship |
| 🤖 Google Study Jams | Advanced badges in VertexAI · GenAI Arcade · Streamlit |
| 📜 Certifications | Deep Learning · Microsoft Azure · C# · AWS Cloud Practitioner (in progress) |
"The best way to predict the future is to build it - with a neural network."