Shruti Mandaokar

Software Engineer | Machine Learning Engineer

About Me

Software Engineer with 2+ years of experience architecting scalable web applications, backend systems, and AI-driven products that turn ambitious ideas into production reality. M.S. in Computer Science from Purdue University, backed by peer-reviewed research recognized with 230+ citations in multimodal deep learning and sensor fusion. I thrive at the intersection of rigorous research and real-world engineering, building systems that are fast, resilient, and genuinely useful.

Tech Skills

ML / Deep Learning

PyTorch Keras TensorFlow CNN LSTM Multimodal Fusion Transformers Sensor Fusion Scikit-learn Pandas NumPy

LLMs & GenAI

RoBERTa Whisper ASR GPT-4 API Claude API LangChain RAG Vector Databases Prompt Engineering

Cloud & Infra

Python Flask REST APIs Firebase AWS Docker Kubernetes CI/CD Git

Frontend

ReactJS TypeScript Node.js FlutterFlow Next.js Tailwind CSS

Hardware

Raspberry Pi Arduino

Engineering Practices

System Design Data Structures & Algorithms Unit Testing Agile / Scrum MLOps

Projects

Ember AI

Ember AI supports multiple models—including GLM, DeepSeek, and others available through the Firefly API—and intelligently routes each query to the most suitable model based on its type, optimizing both performance and response quality.

View Ember AI + details

Features

  • 🧠AI Chat — Conversational interface. Every request is intelligently routed to the optimal Fireworks model.
  • 🔀Model Router — Automatic prompt analysis routes coding to GLM 5.2, math to DeepSeek V4 Pro, simple Q&A to Flash.
  • 📊Observability Dashboard — Real-time telemetry: latency, tokens, cost, cache estimates, and model usage charts.
  • 🤖Agent Loop Demo — Autonomous coding agent with live Plan → Generate → Review → Improve → Final execution.
  • ⚖️Model Comparison — Run one prompt across multiple Fireworks models side-by-side.
  • ⚡Prompt Cache Simulator — Visualizes cache reuse, tokens saved, and latency improvements.
  • ⚙️Settings — Bring-your-own Fireworks API key, temperature, max tokens, and routing rules.
  • 🔑BYOK — Visitors use their own API key (stored in browser). No server-side secrets required for deployment.

Links

GitHub LinkedIn LeetCode Medium Portfolio Google Scholar