AI Engineer & Full-Stack Developer
Manas Sunil Patil
Performance-driven AI Engineer & Full-Stack Developer
Highly skilled in training machine learning models, developing Voice AI engines, and constructing RAG pipelines. Expertise in deploying real-world AI solutions seamlessly integrated with scalable full-stack web architectures using React.js, Node.js, and MongoDB.
Featured Work
Sub-Millisecond Voice Activity Detection (VAD) with Custom Wakeword
A lightweight, edge-optimized Voice Activity Detection and custom wakeword recognition engine built from scratch in PyTorch. Features a Broadcasted Residual Network (BC-ResNet) capable of sub-millisecond inference and utilizes custom Focal Loss to handle massive dataset imbalances.
Full-Stack RAG Chatbot Engine
Architected an asynchronous, multi-modal ingestion pipeline that processes complex PDFs and generates accurate AI responses backed by precise, verifiable document citations.
Research Spotlight
Data-Driven Rockfall Assessment using Synthetic Training and CNN–XGBoost Integration
Engineered a hybrid deep learning model using Synthetic Training and CNN-XGBoost integration to predict physical anomalies in open-pit mines. Structured complex datasets and optimized the neural network architecture.
Community & Impact
Chairperson
ACM AMTICS Student Chapter
Led the student chapter, organizing the TecXplore tech fest and fostering a community of developers.
Youth Leader & Multi-Talented Award Winner
9th Uth Fest, Uka Tarsadia University
Awarded the title of Multi-Talented and recognized as the Youth Leader of the University.
Experience
AI Intern
SiyaraTech Innovations LLP
Architected a real-time AI Calling System utilizing LiveKit and LLMs to enable low latency voice interactions.
Built a RAG-powered WhatsApp E-commerce chatbot by integrating vector databases and generative AI.
Full Stack Developer
Johari Career Consultancy
Developed and deployed a responsive web application using React.js, Node.js, and HTML/CSS.
Programmed backend integrations for real-time form submissions and automated call scheduling.