Harsh Singh

Harsh Singh Email and Phone Number

AI Research Assistant @ Durham College
Toronto, ON, CA
Harsh Singh's Location
Toronto, Ontario, Canada, Canada
Harsh Singh's Contact Details

Harsh Singh work email

Harsh Singh personal email

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About Harsh Singh

With over 4 years of experience, I bring a strong foundation in computer programming, and coding, with proficiency in Python, SQL, R, and C++. My expertise spans advanced AI technologies, including extensive knowledge of Large Language Models (LLMs) integrated with Retrieval-Augmented Generation (RAG) models, enhancing performance.As a skilled AI Engineer and Data Scientist, I have successfully led diverse projects in Machine Learning, Deep Learning, Computer Vision, NLP, and AI simulations, such as agent-based modeling. I also tackle complex challenges using approaches like the Black Swan Paradox. My experience includes utilizing GCP BigQuery for efficient data collection, transformation, and analysis, as well as deploying end-to-end AI/ML models through AIOps/MLOps pipelines on both GCP and Azure.In addition, I have hands-on experience with Azure Data Factory, where I’ve orchestrated data workflows, automated ETL processes, and integrated data from various sources into cloud environments. This has enabled me to streamline data engineering pipelines, ensuring efficient and reliable data processing for large-scale analytics and machine learning initiatives.

Harsh Singh's Current Company Details
Durham College

Durham College

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AI Research Assistant
Toronto, ON, CA
Harsh Singh Work Experience Details
  • Durham College
    Ai Research Assistant
    Durham College
    Toronto, On, Ca
  • Durham College
    Ai Research Assistant
    Durham College Mar 2023 - Present
    Oshawa, Ontario, Canada
    • Led a healthcare project utilizing Large Language Models (LLMs) to extract critical insights from unstructured medical records, optimizing patient care strategies and driving enhanced decision-making.• Developed interactive, real-time data visualization tools with Streamlit and LangChain, boosting user engagement and enabling dynamic analysis and interpretation of complex datasets.• Engineered cutting-edge Convolutional Neural Networks (CNNs) for image classification and object detection, achieving significant improvements in model accuracy and overall performance.
  • Tata Consultancy Services
    Data Scientist, Machine Learning Engineer, Backend Developer
    Tata Consultancy Services Apr 2021 - Dec 2022
    Delhi, India
    • Experienced with Digital Twin platforms, from defining the scope to delivering optimized solutions aligned with business and technical needs.• Applied Reinforcement Learning techniques (Agent-based Modeling and Black Swan Paradox) to solve complex, unpredictable business challenges and market scenarios.• Strong foundation in Mathematics, Statistics, and Algebra, enabling deep understanding of modeling, data structures, and algorithms.• Managed 100TB+ data in GCP BigQuery for data engineering tasks, including data collection, transformation, and analysis.• Utilized Docker and Kubernetes for efficient containerization, enabling scalable deployment of machine learning models and applications.• Conducted Exploratory Data Analysis (EDA) with Power BI, Tableau, and Matplotlib, creating dashboards, visualizing trends, and gathering actionable insights from large datasets.• Collaborated with cross-functional teams and stakeholders to define, prioritize, and implement key business and model requirements.• Followed Agile methodology (Jira) throughout the software development lifecycle, ensuring iterative progress and stakeholder alignment.• Delivered machine learning models in banking and telecom, achieving 80-85% accuracy and optimizing performance metrics like R2, MSE, and MAE through hyperparameter tuning and advanced techniques.• Implemented MLOps/DevOps pipelines on GCP/Azure, with CI/CD and version control, ensuring efficient deployment and model maintenance.• Reduced workload by 20% through automated data pipeline creation, improving overall productivity.• Applied NLP techniques for sentiment analysis and information extraction through web scraping, deploying models to generate insights.• Contributed to backend development using Python, Django, Kafka, and API integration, working with databases like MySQL, SQL Server, and MongoDB.
  • Luxemet India Llp
    Data Analyst, Business Analyst, Sales
    Luxemet India Llp Mar 2019 - Dec 2022
    Delhi, India
    • Drove a 600% increase in sales for a startup within its first year, establishing a foundation for sustained, consistent growth in the following years.• Extracted and analyzed unstructured data, delivering actionable insights that empowered data-driven business decisions. Developed regression and time-series models to assess market trends, resulting in a 15-20% increase in profit margins.• Designed and implemented interactive dashboards using Tableau and Power BI, visualizing key performance indicators, trends, and insights to support strategic decision-making across the organization.
  • Ripton Solutions
    Servicenow Developer
    Ripton Solutions Sep 2020 - Apr 2021
    Delhi, India
    • Streamlined incident management workflows, ensuring efficient tracking and swift resolution of security incidents, improving overall response times.• Designed and implemented comprehensive forms and reports to enhance the identification, assessment, and remediation of vulnerabilities, strengthening the organization's security posture.
  • Techvolt Software Coimbatore
    Machine Learning Intern
    Techvolt Software Coimbatore May 2020 - Jul 2020
    Tamil Nadu, India
    • Collaborated with a cross-functional team of 3-5 members to develop supervised machine learning models, utilizing large datasets for training, evaluation, and optimization.• Performed comprehensive data cleaning, analysis, and visualization to ensure the accuracy and reliability of data used in model development, enhancing overall model performance.• Designed and implemented robust reporting systems and interactive dashboards, visualizing key metrics and insights to support data-driven decision-making across the organization.

Harsh Singh Education Details

Frequently Asked Questions about Harsh Singh

What company does Harsh Singh work for?

Harsh Singh works for Durham College

What is Harsh Singh's role at the current company?

Harsh Singh's current role is AI Research Assistant.

What is Harsh Singh's email address?

Harsh Singh's email address is ha****@****lege.ca

What schools did Harsh Singh attend?

Harsh Singh attended Durham College, Durham College, Maharaja Agrasen Institute Of Technology, Himachal, Sachdeva Public School.

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