Summary
Overview
Work History
Education
Skills
Certification
Timeline
Generic

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, India
03-2024

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

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