ARMAANMANWATKAR
About Me
I'm a B.Tech Artificial Intelligence student working at the intersection of AI & Machine Learning, Robotics, and Embedded Systems.
I build intelligent systems that bridge the physical and digital worlds — training predictive models on messy real-world data, then deploying them onto microcontrollers and robotic edge devices where they actually have to work.
When I'm not training models, I'm integrating IIoT hardware, competing in national hackathons like SIH 2025, or breaking down Industry 4.0 architectures. I believe technology should be powerful, elegant, and grounded in something real.
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Name: Armaan Manwatkar
Role: AI & ML Engineer
Education: B.Tech Artificial Intelligence
Location: Nagpur, Maharashtra
Interests:
→ Artificial Intelligence
→ Machine Learning
→ Robotics & IIoT
→ Embedded Systems
→ Computer Vision
→ Edge AI
Status:
Building the future... ✓
Skills & Tools
Languages
AI / ML Frameworks
Domains
Practices
Domains I've worked in first-hand
Hardware & Tooling
Experience & Hackathons
Developer & Competitor
Smart India Hackathon (SIH 2025)
- →Conceptualized and built "Ayursutra," an innovative health-domain technology solution for a highly competitive national hackathon.
- →Applied predictive machine learning models to specialized healthcare datasets to generate actionable medical insights.
- →Collaborated under strict deadlines to deliver a fully functional, tech-driven prototype solving real-world healthcare challenges.
Robotics & ML Engineer
Independent Hardware Integration
- →Engineered intelligent robotics solutions by integrating IIoT components like ESP32 and Raspberry Pi for real-time hardware control.
- →Bridged the gap between hardware and software by deploying robust predictive algorithms directly onto robotic edge devices.
- →Developed highly accurate machine learning predictive models capable of processing and analyzing diverse datasets.
Event Co-Coordinator
College Departmental Event — "WEBBOTIX"
- →Managed end-to-end event logistics, participant engagement, and the successful execution of multiple technical hardware competitions.
- →Fostered a collaborative tech community by facilitating hands-on showcases and guiding peers through hardware troubleshooting.
Featured Projects
Steam Price Predictor
Advanced ML pipeline and interactive Streamlit application that analyzes game age, player reviews, and publisher history to predict Steam discounts at 87% R-squared accuracy.
Order Cancellation Predictor
End-to-end project combining demand forecasting with cancellation prediction. Extensive data engineering feeds LightGBM models that predict order volumes and flag drop-off risk.
Autonomous AI Simulator
Industry 4.0 simulation mapped to the Purdue Model for network cybersecurity, integrating automated factory cell processes with TensorFlow Lite for AI-driven quality control.
Education & Background
SVPCET
Bachelor of Technology in Artificial Intelligence
Shri Dawale Junior College
Higher Secondary Certificate (12th Grade — Science)
Let's Connect
Have a project in mind? Want to collaborate on something in AI or robotics? Or just want to say hi? My inbox is always open.