Abdul Samad Email & Phone Number

Bengaluru, Karnataka, India

Bengaluru, Karnataka, India

• I am embarking on a journey to UPSKILL into MLOps, combining machine learning expertise with operational efficiency for streamlined model deployment and management.Below are some of the key points,
• Understand the fundamental concepts of MLOps, including its definition and key principles.
• Identify and address challenges in deploying and managing ML models in production environments.
• Differentiate between DevOps and MLOps methodologies and grasp their respective roles in ML lifecycle management.
• Gain insight into the stages of the MLOps lifecycle, from model selection and evaluation to deployment and monitoring.
• Familiarize yourself with popular MLOps tools and platforms such as Kubeflow and MLFlow.

Bengaluru, Karnataka, India

• Leveraged advanced proficiency in Python and key Data Science libraries (Numpy, Pandas, Scikit-Learn) for Exploratory Data Analysis, building machine learning models, and conducting comprehensive data analysis.
• Developed multiple chatbots using Langchain, Streamlit, OpenAI, Hugging Face, and FAISS for text analysis, support ticket classification, multiple PDF file queries, and conversation memory chatbots.
• Created a database on the cloud using Pinecone, FAISS, and DataStax, storing data in a vector store for faster retrieval and similarity search.
• Pre-processed large-scale text data, including tokenization, word embedding, feature extraction, word2vec, and BERT, enhancing data quality for machine learning applications.
• Hands-on experience with LLMs, advanced techniques such as Retrieval-Augmented Generation (RAG), and fine-tuning to enhance AI capabilities.
• Hands-on experience with LLMs and advanced techniques such as Retrieval-Augmented Generation (RAG), fine-tuning, and multi-stage reasoning to enhance AI capabilities.

Bengaluru, Karnataka, India

• Perform in-depth data analysis, utilizing statistical methods and exploratory data analysis to uncover patterns and insights within datasets.
• Develop and implement machine learning models to address business challenges, including tasks such as feature engineering, model selection, and evaluation.
• Cleanse and preprocess raw data to ensure data quality and integrity, employing techniques like handling missing values and outlier detection.
• Create visually appealing data visualizations and dashboards using tools like Matplotlib and Tableau to effectively communicate findings to stakeholders.
• Collaborate closely with cross-functional teams to understand business requirements and translate them into technical solutions, ensuring alignment with organizational goals.
• Stay abreast of the latest advancements in data science and machine learning, continuously learning and incorporating new methodologies and technologies into projects.

Bengaluru, Karnataka, India

• Automated processes for various platforms including Windows, Linux, VMware, and O365, leveraging Ansible roles and playbooks.
• Migrated the Ayehu NG environment to the cloud, gaining expertise in cloud technologies.
• Collaborated with clients and development teams to gather requirements, address concerns, and ensure successful project delivery.
• Conducted training sessions for new team members on Resolve and Python, enhancing their technical skills.
• Analyzed ticket dump data using data processing techniques and automated daily alerts for job execution status in Ansible Tower, including its configuration, improvement, and maintenance for backup purposes.
• Engaged in collaboration with clients and development teams to gather requirements, comprehend them, and address any arising concerns.

Bangalore

• Automated manual business processes for the operation/support team using HPOO and PowerShell scripting, enhancing efficiency.
• Maintained server-side operations through automation, ensuring seamless functioning and reduced manual intervention.
• Conducted requirement analysis, solution design, unit testing, error handling, and deployment for various automation projects.
• Managed the reboot workflow for over 3000 servers using an orchestration tool, ensuring smooth operations.
• Developed reusable PowerShell functions and scripts, including those for adding/removing servers from worker groups and retrieving logs from multiple servers.
• Identified operational pain points and implemented automation solutions, including accessing event logs with PowerShell for troubleshooting, to support the change team and improve maintenance.

Bengaluru, Karnataka, India