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Registration: 16.07.2025

Nitin Savio Bada

Specialization: Python Developer
— I'm an AI/ML Engineer and full-stack developer with a strong foundation in mathematics, computing, and end-to-end machine learning systems. — I specialize in building scalable AI products using Python, FastAPI, PyTorch, TensorFlow, and modern LLM frameworks like Hugging Face, LangChain, and RAG architectures. — My experience spans backend engineering, ML model deployment, prompt engineering, and real-time API integrations. I've built intelligent applications such as: — A healthcare chatbot powered by LLMs and custom prompt engineering. — A sensor fault detection system using modular ML pipelines. — OCR + NLP tools for structured data extraction from scanned documents. — My strengths lie in architecting clean, production-ready codebases, deploying AI/ML pipelines in cloud environments (AWS, Docker), and working cross-functionally in fast-paced, startup-like settings. — I’m especially passionate about building AI systems that solve real-world problems—from multimodal pipelines to agentic AI workflows.
— I'm an AI/ML Engineer and full-stack developer with a strong foundation in mathematics, computing, and end-to-end machine learning systems. — I specialize in building scalable AI products using Python, FastAPI, PyTorch, TensorFlow, and modern LLM frameworks like Hugging Face, LangChain, and RAG architectures. — My experience spans backend engineering, ML model deployment, prompt engineering, and real-time API integrations. I've built intelligent applications such as: — A healthcare chatbot powered by LLMs and custom prompt engineering. — A sensor fault detection system using modular ML pipelines. — OCR + NLP tools for structured data extraction from scanned documents. — My strengths lie in architecting clean, production-ready codebases, deploying AI/ML pipelines in cloud environments (AWS, Docker), and working cross-functionally in fast-paced, startup-like settings. — I’m especially passionate about building AI systems that solve real-world problems—from multimodal pipelines to agentic AI workflows.

Skills

Python
SQL
R
Git / GitLab
CI/CD
DevOps
Django
MongoDB
AWS
Linux
PostgreSQL
Docker
MySQL
Pandas
Seaborn
Matplotlib
Scikit-learn
FastAPI
PyTorch
Tensorflow
LangChain
NLP
API
OpenCV

Work experience

Python Developer
Scania Trucks
Python, Scikit-Learn, XGBoost, Flask
● Developed an end-to-end fault classification system using Scikit-Learn to predict component failures in Scania trucks based on sensor data. ● Built modular and production-ready pipelines for data preprocessing, model training, evaluation, and prediction using object-oriented design. ● Structured the project following industry best practices with clear separation of concerns for configuration, data ingestion, transformation, and model persistence. ● Achieved high model accuracy using ensemble techniques like Random Forest and XGBoost. ● Deployed the model using Flask with a clean UI for user input and prediction display.
Python Developer
MedBot-AI
Python, LangChain
● Developed a healthcare-focused chatbot leveraging Hugging Face’s Mistral-7B model via LangChain, enabling intelligent symptom-based query handling. ● Implemented custom prompt engineering techniques to generate context-aware responses for symptom-based user queries. ● Designed a clean, user-friendly frontend interface with dynamic input/output rendering and session reset functionality.
Python Developer
Gesture-Controlled-Digital-Art-Canvas
Python, MediaPipe, OpenCV
● Developed a real-time gesture-controlled digital art canvas that allows users to draw with hand movements. ● Implemented hand tracking and gesture recognition using MediaPipe and OpenCV for seamless interaction. ● Optimized real-time processing, achieving 30+ FPS detection speed.

Educational background

Mathematics and Computing (Masters Degree)
2020 - 2025
Biju Patnaik University of Technology

Languages

EnglishProficient