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
Generative AI
Custom LLMs
Fine-Tuning
RAG Chatbots
RLHF
Transformers
AI Tools & Libraries
TensorFlow
PyTorch
Scikit-Learn
Keras
NumPy
Pandas
Matplotlib
Seaborn
NLTK
OpenCV
XGBoost
Gradio
Vertex AI
DevOps Skills
CI/CD Pipelines
Kubernetes
Terraform
Jenkins
GitHub Actions
Docker
FluxCD
Cloud Platforms
AWS
Azure
NVIDIA NIM
Programming & Scripting
Python
Bash
Monitoring & Logging
Prometheus
Grafana
ELK Stack
Leadership
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