Ajay Patil
GET (Technical Coordinator)
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
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Manufacturing (1 year) and Information Technology (0.5 years).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Production (1 year), Project Management (1 year), Research and Development (0.5 years), and Product Development (0.5 years).
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
Profile
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