
Sanjay B T
Machine Learning and Generative AI Engineer with 3+ years of hands-on experience building, optimizing, and deploying production-grade AI systems. Strong expertise in LLMs, NLP, Computer Vision, and Cloud-native AI pipelines. Proven ability to design scalable architectures using Python, PyTorch, LangChain, Vertex AI, Azure OpenAI, and deliver reliable AI solutions across enterprise and edge environments.
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About
Machine Learning and Generative AI Engineer with 3+ years of hands-on experience building, optimizing, and deploying production-grade AI systems. Strong expertise in LLMs, NLP, Computer Vision, and Cloud-native AI pipelines. Proven ability to design scalable architectures using Python, PyTorch, LangChain, Vertex AI, Azure OpenAI, and deliver reliable AI solutions across enterprise and edge environments.
Experience
AI/ML Engineer at Cognizant (Present)
- Designed and deployed an enterprise-grade GenAI chatbot using Vertex AI, enabling automated and personalized customer support.
- Built LangChain-powered multi-agent workflows combining retrieval, reasoning, and response generation for higher accuracy.
- Implemented prompt optimization, context management, and response validation to improve reliability of LLM outputs.
- Developed an AI-driven technical interview platform with automated question generation and answer evaluation.
- Integrated Azure OpenAI (GPT models) with rubric-based scoring and structured feedback generation.
- Designed a secure multi-tenant architecture using Streamlit and SQLAlchemy with role-based access control.
AI/ML Engineer at Dimaag AI
- Built real-time deep learning models for autonomous driving, focusing on drivable-area segmentation.
- Optimized inference pipelines for low-latency, high-FPS edge deployment on NVIDIA Jetson devices.
- Applied model compression and performance tuning techniques for production-ready deployment.
Consultant – AI/ML Engineer at Dimaag AI
- Developed anomaly detection solutions using 3D AXI semiconductor inspection data.
- Improved manufacturing quality pipelines through deep learning-based defect detection.
AI Intern at AI Variant
- Developed an LLM-powered medical chatbot for symptom analysis and recommendation generation.
- Integrated domain knowledge bases and designed user-friendly conversational interfaces.
Education
Postgraduate Program in Data Science & Analytics – ExcelR Solutions
Bachelor of Engineering – Malnad College of Engineering




