Ajay Patil-GET (Technical Coordinator)
Check rate
Experience
Rational Function Classifier (Research Project)
- Built a transparent classifier using rational functions with over 90% accuracy on MNIST
- Tech. Stack: Python, NumPy, SciPy, Scikit-Learn, CuPy, CUDA, SageMath, Gurobi
Bird Sound Detection (ML Project)
- Developed an audio classification prototype with BirdNET for real-world recordings
- Tech. Stack: Python, NumPy, SciPy, TensorFlow, BirdNET, Librosa
GET (Technical Coordinator)
Jendamark India
- Led cross-functional automation projects
- Resolved design and manufacturing issues with data-driven analysis
CAE Engineer
Simulation Lab India
- Performed ANSYS CFD analyses
- Contributed to provisional patent (202021047472)
Exploring German Cities: Populations (Case Study)
- Built German cities and municipalities datasets
- Analyzed urban clustering patterns with demographic insights
- Tech. Stack: Python, Pandas, Scikit-Learn, Seaborn, Matplotlib
HVAC Technical Assistant — AI Powered RAG Chatbot
- Built an AI-powered HVAC technical support assistant leveraging RAG for documentation-based queries
- Tech. Stack: Python, GenAI/LLMs (flan-t5-small), RAG Pipeline, Vector Databases (Qdrant), Sentence Transformers, FastAPI, React, Azure Cloud, Docker
Rational Function Digitifier — Interactive Web App
- Created an in-browser handwritten digit classifier with real-time digit drawing and prediction
- Tech. Stack: Python, Scikit-Learn, HTML5, CSS3, JavaScript (ES6+), Fetch API, Canvas API
Transformers Documentation Assistant — Hybrid Retrieval Engine
- Developed a CPU-friendly hybrid retrieval system for precise offline Transformers documentation search
- Tech. Stack: Python, Whoosh (BM25), FAISS, Sentence-Transformers, Cross-Encoder, Streamlit
Industry Experience
See where this freelancer has spent most of their professional time.
Experienced in Manufacturing and Information Technology.
Business Area Experience
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Experienced in Production, Project Management, Research and Development, and Product Development.
Skills
- Programming: Python, Javascript, C#, Java, C++, Sql, Matlab
- Web Development: React, Fastapi, Streamlit, Html5, Css3, Fetch Api, Canvas Api
- Ml/Ai: Scikit-Learn, Pytorch, Tensorflow, Keras, Transformers, Opencv, Rag, Llm Integration
- Data Science: Pandas, Numpy, Seaborn, Matplotlib, Clustering, Regression, Pca
- Databases: Vector Databases (Qdrant, Faiss), Postgresql
- Cloud & Devops: Azure (Web Apps, Container Registry), Docker, Git, Ci/Cd
- Tools: Jupyter, Vs Code
Languages
Education
Bauhaus-Universität Weimar
Digital Engineering, Focus: ML, DL & GenAI · Digital Engineering · Weimar, Germany
Savitribai Phule University
Mechanical Engineering · Mechanical Engineering · India
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Qualifications
Profile
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