Simran Singh Email & Phone Number

Bengaluru, Ka, In

Bengaluru, Karnataka, India

Tech Mahindra (Extended Workforce for Google)• Specialised in Generative AI, TensorFlow, LLMs (Large Language Models), and NLP (Natural Language Processing)• Expertise in MLOps, ensuring smooth integration and deployment of ML models• Collaborate on machine learning experiments using ML Flow to monitor and optimize performance• Develop AI tools and automation solutions, including web scraping and data insights extraction• Focus on building scalable, real-world solutions with Visual Block by Google• Work closely with cross-functional teams to enhance AI capabilities and drive business value

Bengaluru, Karnataka, India

• Orchestrated demand forecasting for multi-location parts utilizing six distinctmodels, integrating weekly data from a datalake via Databricks. Achieved a 40%reduction in errors by implementing time series forecasting, and improvingaccuracy using metrics like standard deviation, RMSE, and mean absolutepercentage error.• Leveraged a diverse set of models, including traditional time seriesmethodologies and advanced techniques such as LSTM, effectively addressingthe challenges of seasonality and trend detection in demand forecasting.Demonstrated exceptional performance, particularly with LSTM in accuratelypredicting demand variations.• Established seamless integration with SAP to facilitate comparison betweentime-series forecasts and SAP-based forecasts. Consistently observed superioraccuracy with time series forecasts, driving informed decision-making in supplychain management.• Contributed to operational efficiency and strategic decision-making byproviding reliable and actionable forecasts, enabling proactive inventorymanagement and resource allocation across diverse locations and parts.

Noida, Uttar Pradesh, India

Hands-on experience with the AWS cloud platform, including AWS IAM andEC2 services, ensuring secure and scalable infrastructure.• Built cognitive services for an Intelligent Document Processing pipeline toautomate the claim verification process. Achieved 87% document classificationaccuracy and 77% of attribute extraction accuracy. Brought down the averageprocessing time to less than one minute.

Master'S Degree, Stress And Vibration Analysis

Bachelor Of Engineering - Be, Engineering