👨‍💻 Dewa Sahu

Machine Learning Engineer & Open Source Contributor 📧 [email protected] | 🔗 LinkedIn | 💻 GitHub | 🤗 HuggingFace |

🌟 About Me

From Curiosity to Code: My AI Journey

- Started with: "How do machines learn?" Nights of hacking Python led to my first ML model (Titanic dataset).  
- Breakthrough: Built CanineFeelings—95% accuracy on dog emotions after months of tweaking CNNs.  
- Scaling Up: Optimized MLOps, boosted app performance, debugged NASA ETL at 2 AM.  
- Internship Wins: Built MLOps pipelines at Realply, optimized Flutter apps at SheenAI, and contributed to Hugging Face.  
- Built for Impact: RAG chatbots, Stable Diffusion editors—solving real problems with AI.   

If your stack has tools I haven't used? I’ll master them—and add my own twist.

🎓 Education

💼 Professional Experience

🤖 Machine Learning Engineer Intern @ Realply

Mar 2024 - May 2024

• Architected high-performance MLOps pipeline
• Tech Stack: Scikit-learn, XGBoost, Pandas, Poetry
• Led CLI operations packaging and implementation

📱 Flutter Intern @ SheenAI

Jan 2024 - Mar 2024

• Built high-performance Flutter applications
• Delivered client solutions with rapid turnaround
• Successfully conducted impactful POC

🌐 Open Source Impact

✨ LAION-AI/Open-Assistant: Updated sponsor logos
🔧 Hugging Face Transformers: Fixed datatype issues
🐛 AutoGPT: Resolved NoneType errors

🏆 Competitions

AWS PartyRock Generative AI Competition (2024)

https://www.linkedin.com/posts/dewasahu_exciting-announcement-ready-to-supercharge-activity-7177780648877703171-0LkB?utm_source=share&utm_medium=member_desktop

Created "Business Drive" - an AI bot for business potential evaluation and marketing strategy collaboration

🚀 Featured Projects

🐕 CanineFeelings

Sep 2023 | 📲 Available on PlayStore

• Real-time dog emotion detection with 95% accuracy
• Tech: Flutter, TensorFlow, TFLite
• On-device inference implementation

🪂 Beyond Autocomplete: AI Code Assistant

Apr 2025 | 🔗 LinkedIn

• Serverless code assistant using Llama3 via Cloudflare AI Workers
• React-based UI with Monaco Editor for code manipulation
• Engineered prompts producing reliable, accurate outputs
• Multi-function toolkit: explains, refactors, optimizes, documents, and debugs code
• Seamless integration workflow with before/after explanations

〽️Grafana Transaction Monitoring

Feb 2025 💻 GitHub

• Real-Time Monitoring: Tracks financial transactions dynamically with AWS RDS & Grafana.
• Fraud Detection: Applies basic rules to identify suspicious transactions.
• Live Data Updates: Grafana automatically refreshes as new data is added.
• Seamless Integration: Uses PostgreSQL for structured data storage.

📊 AWS MLflow Wine Classification

Nov 2024 | 💻 GitHub

• Remote model tracking implementation using AWS infrastructure
• Tech Stack: MLflow, AWS EC2, AWS S3
• Features:
  • Cloud-based experiment tracking
  • S3 artifact storage
  • Scalable ML pipeline deployment

🚀 NASA Astronomy ETL Pipeline

Nov 2024 | 🔗 GitHub

• Automated ETL pipeline for NASA Astronomy Picture of the Day
• Tech Stack: Airflow, PostgreSQL, Docker, NASA API , http://astronomer.io/, AWS RDS, DBeaver CE
• Key Features:
  • Daily NASA API data extraction
  • Dockerized workflow environment
  • Robust data transformation pipeline
  • Persistent storage with PostgreSQL
• Advanced Workflow Management:

🧠 End-to-End Machine Learning Project

Dec 2024 | 🔗 Github

• Comprehensive machine learning workflow with modular architecture
• Tech Stack: Python, MLflow, DagsHub, Scikit-learn, Flask
• Key Features:
• Advanced Workflow Components:

🔍 Fake News Detector

April 2023 | 🤗 HuggingFace

• 90% accuracy in fake news identification
• Stack: PyTorch, Hugging Face Transformers
• Text and tone analysis implementation

⚡ ThreadedStressRust

Aug 2023 | 💻 GitHub

• High-performance GPU/CPU stress testing

🚀 Coursework & Certifications

🛠️ Tech Arsenal

🎯 Life Beyond Code

• 📸 Photography Enthusiast