ML Engineer with 7+ years of industry experience in building robust, large-scale AI solutions using Python, SQL, TensorFlow, and PyTorch. Expertise in developing and deploying traditional ML and LLM models across cloud platforms like GCP and AWS.
- Machine Learning Engineer at CVS Health (Dec 2023 - Present)
- Machine Learning Engineer at Schneider Electric (Jul 2022 - Dec 2022)
- Senior Machine Learning Engineer at Honeywell (Oct 2019 - Jul 2021)
- Machine Learning Engineer at Honeywell (Jul 2017 - Sep 2019)
- Machine Learning Engineer at Centre of Artificial and Machine Intelligence (Jan 2016 - Jun 2017)
Developed an end-to-end RAG-based LLM system for parsing PBM medical contracts and generating accurate contextual responses for contract queries, reducing review time by 65% and improving compliance accuracy by 40% for healthcare stakeholders.
Engineered a standardized ML framework with modular KubeFlow components for complete model lifecycle, reducing deployment time by 70% and increasing team collaboration by 45%.
Architectured an AI Platform to aggregate and centralize 700+ ML models, resulting in faster large-scale production deployments.
Architectured a Deep Reinforcement Learning-based Database Recommendation System, spiking click-through rates by 20% and enhancing performance using Actor-Critic model with 10% jump in user engagement.
Category | Technologies |
---|---|
Languages & DB | Python, Java, SQL (MySQL, PostgreSQL), NoSQL (MongoDB) |
ML/AI | PyTorch, TensorFlow, Keras, Scikit-Learn, HuggingFace, NLTK |
Data | NumPy, Pandas, Matplotlib, BigQuery |
Cloud/MLOps | GCP (Vertex AI, Cloud Composer), AWS (S3, SageMaker, Lambda, EventBridge), Kubernetes, Docker |
Frameworks | FastAPI, Django, OpenCV, Kafka |
- NeurIPS Workshop, HyperCube-based Accelerated DBSCAN (Dec 2019)
- IEEE Conference (ICCCSP), Face Detection and Tagging using Deep Learning (Feb 2018)
- Master of Science - Computer Science, Northeastern University
- Bachelor of Technology - Computer Science, Manipal University
- Email: mehtajineshs@gmail.com
- GitHub: mehtajinesh
- LinkedIn: mehtajineshs
- Advanced LLM Fine-tuning Techniques
- Reinforcement Learning from Human Feedback (RLHF)
- Vector Database Optimization for RAG Systems
βοΈ From mehtajinesh