Summary
Overview
Work History
Education
Skills
Certification
Communitycontributions
Corecompetencies
Timeline
Generic
Murali Doss

Murali Doss

AI Engineer | DevOps Technical Lead

Summary

Results-driven IT expert with 12 years of experience, including 2 years in artificial intelligence and 10 years in DevOps and software testing. Proven track record in developing and implementing machine learning models, generative AI solutions, and overseeing comprehensive cloud infrastructure. Recognised for expertise in converting complex ideas into scalable and efficient solutions. Possesses extensive knowledge in advanced AI/ML frameworks, cloud services, and DevOps tools.

Overview

3
3
years of professional experience
6
6
years of post-secondary education
5
5
Certifications

Work History

DevOps Technical Lead

Caratlane Trading Pvt. Ltd.
01.2024 - Current
  • Managed AWS cloud infrastructure for 60+ services, optimizing performance and reducing costs
  • Implemented CI/CD pipelines using Jenkins, GitHub Actions, and FluxCD for Kubernetes deployments
  • Led POCs for workflow automation using Apache Airflow
  • Spearheaded team efforts to enhance security by securing public S3 buckets and auditing IAM credentials
  • Mentored a 5-member team to deliver infrastructure projects and DevOps best practices

Generative AI Consultant

Freelance
01.2022 - Current
  • Developed and fine-tuned custom LLMs (GPT, BERT, T5) and generative AI applications
  • Designed a custom AI model for traffic monitoring using Raspberry Pi and API endpoints
  • Built RAG-based conversational AI systems integrated with Pinecone and LangChain
  • Automated AI pipelines for deployment and monitoring using AWS SageMaker and Vertex AI

DevOps Lead

Comcast India Engineering Center
01.2022 - 01.2024
  • Orchestrated Kubernetes cluster management using Rancher on AWS and on-premises environments
  • Deployed scalable ELK stacks integrated with ticketing systems for proactive incident management
  • Pioneered CI/CD pipelines with advanced security features and cost-reduction strategies
  • Directed a 6-member team to deliver resilient cloud solutions for microservices

Education

Master of Computer Applications (MCA) -

PSG College of Arts & Science
01.2008 - 01.2011

Bachelor of Science - Information Technology

Yadava Arts & Science College
01.2005 - 01.2008

Skills

AI/ML Expertise

Certification

AWS Solutions Architect

Communitycontributions

  • GitHub: Shared open-source projects and best practices in DevOps and AI.
  • Blog: Authored articles on DevOps automation and AI advancements.
  • YouTube: Published tutorials on cloud technologies and AI tools.

Corecompetencies

Generative AI (GPT-4, LangChain, Hugging Face), Custom LLMs, Fine-Tuning, RAG Chatbots, RLHF, Transformers, TensorFlow, PyTorch, Scikit-Learn, Keras, NumPy, Pandas, Matplotlib, Seaborn, NLTK, OpenCV, XGBoost, Gradio, Hugging Face, LangChain, Transformers, Vertex AI, CI/CD Pipelines, Kubernetes (EKS, Rancher), Terraform, Jenkins, GitHub Actions, Docker, FluxCD, AWS (Bedrock, SageMaker, CodePipeline), Azure, NVIDIA NIM, Python, Bash, Prometheus, Grafana, ELK Stack, Managing cross-functional teams, Mentoring junior engineers, Delivering high-quality projects on time

Timeline

DevOps Technical Lead

Caratlane Trading Pvt. Ltd.
01.2024 - Current

Generative AI Consultant

Freelance
01.2022 - Current

DevOps Lead

Comcast India Engineering Center
01.2022 - 01.2024

Master of Computer Applications (MCA) -

PSG College of Arts & Science
01.2008 - 01.2011

Bachelor of Science - Information Technology

Yadava Arts & Science College
01.2005 - 01.2008

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Murali DossAI Engineer | DevOps Technical Lead