SRAVAN SATHYAN K
Ernakulam
Summary
Innovative Software Engineer with a proven track record at Idatalytics, specializing in Generative AI solutions and LLM optimization. Skilled in Azure AI services and MLOps, I excel in delivering impactful AI applications while fostering collaboration in agile teams. Committed to enhancing performance and usability through cutting-edge technologies and prompt engineering.
Overview
2
2
years of professional experience
1
1
Certification
Work History
Software Engineer
Idatalytics
03.2025 - Current
- Designed and deployed Generative AI solutions using Azure AI Foundry, Azure Machine Learning, and Azure OpenAI, integrating RAG pipelines, LLM orchestration, and agentic workflows.
- Fine-tuned and optimized LLMs (GPT, LLaMA, Stable Diffusion, Hugging Face Transformers) with prompt engineering and AI safety mechanisms to enhance performance and usability.
- Built and maintained scalable ML pipelines with Azure DevOps, CI/CD, and MLOps practices for training, deployment, and monitoring of production-ready AI models.
- Integrated AI capabilities into real-world applications (chatbots, NLP-driven analytics, multimodal services) for text, image, and speech-based generation and retrieval.
- Optimized cloud-hosted AI workloads for scale, performance, and cost efficiency, ensuring secure, compliant, and high-availability deployments.
- Researched and applied cutting-edge GenAI trends (Agentic RAG, vector embeddings, multimodal AI, knowledge graphs) to deliver innovative business impact.
Python Full Stack Developer Intern
One Team Solutions EdTech Pvt Ltd
03.2024 - 01.2025
- Contributed to the development of client-based web applications using Django framework, MySQL, Python, JavaScript, HTML, and CSS.
- Designed and implemented end-to-end features including backend logic, database models, and responsive UI components.
- Worked in a team-oriented environment, following agile methodologies for timely project delivery and client satisfaction.
- Built and deployed a Women Empowerment Platform, enabling women to access resources, training materials, and community support, designed to promote career growth, skill development, and financial independence.
- Ensured scalable and secure architecture, integrating user authentication, role-based access, and an intuitive dashboard for accessibility.
Education
Bachelor of Technology - Computer Science Engineering
Muthoot Institute of Technology & Science
Ernakulam, India03-2024
Skills
- Programming & Frameworks: Python, PyTorch, TensorFlow, Hugging Face, LangChain, LlamaIndex
- Azure AI Services: Azure AI Foundry, Azure OpenAI, Cognitive Services (Language, Vision, Speech), Azure Machine Learning, Azure Synapse, Azure Search
- Cloud & MLOps: Azure DevOps, MLflow, Docker, Kubernetes, CI/CD Pipelines, Model Deployment & Monitoring
- AI/ML Expertise: LLM Fine-tuning, Agentic RAG, Prompt Engineering, NLP, Computer Vision, Speech Recognition, Generative AI (Text, Image, Audio)
Certification
AI-Engineer Bootcamp - Udemy
AI-102: Microsoft Certified Azure AI Engineer Associate - Udemy
AZ-400 Designing and Implementing DevOps Certification - Udemy
Timeline
Software Engineer
Idatalytics
03.2025 - Current
Python Full Stack Developer Intern
One Team Solutions EdTech Pvt Ltd
03.2024 - 01.2025
Bachelor of Technology - Computer Science Engineering
Muthoot Institute of Technology & Science