Full-Stack Data Scientist | AI Engineer | MLOps Practitioner
📍 Pune, India
I am a graduate and Full-Stack Data Scientist focused on building production-grade AI systems that bridge the gap between machine learning research and real-world deployment.
My work spans:
- Generative AI and Large Language Models (LLMs)
- Natural Language Processing (NLP)
- Recommendation Systems
- Machine Learning Pipelines
- Cloud Deployment and MLOps
I enjoy taking projects from data → model → API → container → cloud, ensuring they are scalable, reliable, and business-ready.
- Designing Generative AI applications using LLMs and vector databases
- Building NLP-based recommendation and retrieval systems
- Developing end-to-end ML workflows (EDA → feature engineering → modeling → evaluation → deployment)
- Creating Flask/FastAPI services and deploying them using Docker + AWS ECS
- Working with vector search (FAISS, ChromaDB) and embedding models
A Generative AI-based automation tool that creates personalized professional cold emails using:
- LLMs
- Embeddings
- Vector Store
- Prompt Engineering
- NLP-based text understanding
A real-world AI recommendation engine built using:
- NLP + Sentence Transformers
- FAISS vector search
- LightGBM ranking model
- Flask API
- Docker containerization
- Deployed on AWS ECS
This system delivers fast, semantic, and personalized product recommendations at scale.
An end-to-end machine learning project that:
- Analyzes customer behavior
- Predicts churn using classification models
- Implements feature engineering and evaluation
- Packages the model using Docker
- Deploys the application on AWS ECS
- Languages: Python
- ML & NLP: Scikit-Learn, LightGBM, TensorFlow, Transformers
- Vector Databases: FAISS, ChromaDB
- APIs: Flask, FastAPI
- Cloud & MLOps: Docker, AWS ECS, ECR
- Data Tools: Pandas, NumPy, Jupyter Notebook
To work as a Data Scientist / AI Engineer / MLOps Engineer in a product-driven organization where I can build scalable AI solutions that create measurable business impact.
⭐ If you like my work, feel free to star my repositories!