Mandeep Singh Email & Phone Number

Toronto, ON, CA

Canada

• Developed and deployed large language models (LLMs) to enhance natural language understanding and generation capabilities for various applications, including chatbots, virtual assistants, and content-generation tools
• Managed NLP projects using techniques like named entity recognition (NER), sentiment analysis, and machine translation to extract insights and enhance automated text processing
• Deployed Generative AI solutions utilizing LLMs such as OpenAI, Llama, Claude, Gemini, and PaLM, achieving state-of-the-art performance in various applications
• Executed CI/CD pipelines to streamline the deployment of Machine Learning models on AWS and Azure, utilizing Docker for containerization to ensure consistency across environments, and Kubernetes for orchestration to.
• Leveraged LLMs Using GPT and SBERT embeddings for advanced NLP tasks, fine-tuning models for question-answering, resulting in enhanced accuracy and performance in information retrieval tasks
• Utilized data extraction tools such as Textract and AWS Hyper Science Intelligent Document Processing to extract information from both structured and unstructured documents, including scanned images and handwritten data

India

• Spearheaded data-driven projects to achieve strategic company goals, utilizing insights from data analysis to drive innovation and informed decision-making
• Successfully deployed machine learning models as AWS Lambda functions, enabling scalable, serverless execution, and seamless integration with cloud-based applications
• Utilized GPT and SBERT embeddings for advanced NLP tasks, fine-tuning models for question-answering to significantly enhance accuracy and performance in information retrieval
• Designed and implemented end-to-end machine learning pipelines, including data importation, cleaning, preprocessing, model training, validation, hyperparameter tuning, and deployment
• Automated business processes using Robotic Process Automation tools, integrating machine learning models for decision-making tasks, and developed in-house OCR solutions to improve data extraction accuracy
• Trained and fine-tuned statistical and NLP-based machine learning models using TensorFlow, applying regularization techniques to prevent overfitting and enhance predictive accuracy

Gurugram, Haryana, India

India

• Implemented robust ETL pipelines using Apache and Hadoop, and built scalable data warehouses and data lakes on cloud platforms like AWS, and Azure to efficiently process large volumes of structured and unstructured data
• Developed and optimized SQL queries for ETL, automated data ingestion with NiFi and AWS Glue, and monitored pipeline performance for efficiency
• Utilized Kafka for real-time data streaming, and leveraged containerization technologies such as Docker and Kubernetes to deploy and manage data processing applications, ensuring scalability and fault tolerance
• Executed data governance and security measures, including data encryption, and conducted data quality assessments to ensure the reliability and accuracy of data assets, complying with industry regulations
• Collaborated with data scientists and analysts to understand data requirements, delivered high-quality data sets for machine learning, and created APIs for seamless data access and integration between systems

Diploma Of Education, Non-Profit/Public/Organizational Management

Postgraduate Degree, Artificial Intelligence

Bachelor Of Technology - Btech, Information Technology, 1St Division