Ramani Soud

AI-Powered SOP Generation

Responsibilities:

• Led the design and development of an AI solution by identifying manual bottlenecks in SOP creation and proposing a scalable LLM-based automation approach
• Conducted research on suitable AI platforms, assessed feasibility, and led all phases from requirement gathering to deployment
• Designed workflows to handle input in text, audio, and video format and collaborated with Engineering, Quality, HR, and Manufacturing teams
• Translated complex requirements into clear, maintainable logic that matched the company’s SOP template structure
• Led iterative development and feedback sessions following Agile methodology, incorporating principles of Responsible AI and human-centred design

Achievements:

• Automated the conversion of raw multimedia input into SOPs, reducing generation time from 1 week to under 5 minutes
• Set up a complete end-to-end system and eliminated adoption barriers by helping non-technical users overcome hesitation and confidently engage with AI-driven documentation tools

Paint Defects Detection App (Custom Vision)

Responsibilities:

• Improved and digitalised the manual quality inspection process by implementing an AI-driven solution using computer vision.
• Conducted independent research, evaluated tools, and led architecture and implementation of a real-time defect detection app
• Developed the solution using Azure AI Studio, PowerApps, Python APIs, and deployed it inside Microsoft Teams
• Created Power BI dashboards to visualise defect trends and inspection patterns for the Quality team
• Worked collaboratively with IT, Manufacturing, Engineering, and Quality teams to iterate, test, and deploy
• Coordinated all Agile ceremonies including check-ins, sprint planning, and retrospectives

Achievements:

• Built and deployed an AI-powered app to identify paint defects using computer vision models integrated into shop-floor workflows
• Reduced manual inspection bias and standardised defect identification criteria across teams
• Delivered interactive Power BI dashboards for real-time visibility into defect types, frequency, and resolution trends
• Rolled out the tool in production across departments, ensuring accessibility for non-technical users
• Created a feedback loop for continuous model improvement

Responsibilities:

• Managed SAP SuccessFactors Employee Central Core, including Time Management, across development and hypercare phases
• Familiar with all core SAP modules across functional areas and trained in ABAP programming, with experience applying SAP SuccessFactors in real-world client projects.
• Conducted daily calls with UAE-based oil and petroleum clients to gather business requirements and provide tailored configurations
• Translated client requirements into detailed technical specs, coordinated development activities, and handled testing cycles
• Supported go-live activities, data validation, and post-production issue resolution
• Collaborated with cross-functional teams to ensure smooth rollout of new modules and enhancements
• Successfully implemented and supported EC Core modules tailored to complex workforce structures in the energy sector
• Delivered reliable HRIS solutions aligned with client-specific compliance and regional business rules
• Built strong client relationships through consistent communication and delivery, resulting in positive feedback and trust in solution quality