Deepak
Pune, Pune Division, Maharashtra, India
Experience: 4 years
Open to: Full-Time, Part-Time
Education: Masters
Availability: Within 30 Days
Skills: CPP, Databricks, Django, Docker, Git, Java, JavaScript, Jenkins, Jupyter Notebooks, Kubernetes, LLMs/ChatGPT, Matplotlib, MySQL, NumPy, PostgreSQL, PySpark, Python3, React, TensorFlow
Previously worked at: Fortune 500, India-based Companies, IT Service Companies, Product Companies, Startups, US-based Companies
Assessment Score: 59
- Professional Experience: Over 3 years of experience as a Senior Data Scientist, specializing in building scalable machine learning systems and enhancing NLP capabilities. Currently working at Bajaj Finserv, leading initiatives in intelligent query resolution and automation, and previously contributing to real-time pose detection at SONY and machine learning research at INRIA, Paris.
- Machine Learning Expertise: Strong proficiency in deep learning techniques, particularly in NLP, computer vision, and Graph Neural Networks (GNNs). Expertise in developing large-scale machine learning applications using tools like PyTorch, TensorFlow, and Hugging Face for model training and deployment.
- Cloud and MLOps Skills: Experienced in utilizing cloud platforms (Azure ML, Databricks) and MLOps tools (Git, Docker, Kubernetes) to deliver efficient, production-grade solutions. Skilled in managing the entire model lifecycle, from data processing to deployment using CI/CD pipelines.
- Project Leadership and Innovation: Led impactful projects such as an intelligent FAQ system with Retrieval-Augmented Generation (RAG) and a scalable expense manager automation system. Developed novel approaches like a graph-based fraud detection system, and worked on high-accuracy models for emotion recognition and fake news detection.
- Research Contributions: Conducted research on AI and machine learning with notable publications, including a deep learning approach for COVID-19 pneumonia detection from chest X-rays and sentiment classification of COVID-19 Twitter data. Recognized for contributions at international conferences and journals.
- Educational Background: Holds a Master’s degree in Machine Learning and AI from IIIT Bangalore and a Bachelor’s degree in Computer Science & Engineering from Chandigarh University. Honored with multiple awards, including the MOST GASE Global Talent Summer Internship and Charpak Exchange Scholarship for academic excellence.