Available to hire
Hi, I’m Aman Singh, a results-driven ML and data science professional with a Master in Computing Science from the University of Alberta. I design and deploy AI systems, NLP chatbots, and data analytics solutions across cloud platforms (GCP, AWS, Azure). I enjoy solving real-world problems by turning messy data into meaningful insights, building robust ML pipelines, and collaborating with cross-functional teams to ship high-quality products.
I thrive in Agile environments, love continuous learning, and am passionate about creating delightful user experiences through engaging chatbot conversations, interactive dashboards, and scalable analytics architectures.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Language
English
Fluent
French
Intermediate
Work Experience
Senior Machine Learning Engineer (Contractor) at BELL
March 1, 2021 - PresentDeveloped and deployed advanced chatbots using Google Dialogflow integrated with React.js front-end and Google Cloud Platform. Created models for intent detection using Generative AI and RAG-based approaches, and leveraged tools like Redis, Kafka, Splunk, and Power BI for backend, analytics, and dashboards. Applied Scrum Agile methodology throughout the project lifecycle, supporting multi-language NLP chatbot solutions for different Bell subsidiaries.
Senior Data Scientist at Zetane Inc
March 1, 2021 - August 22, 2025Led development of AI engine and SaaS solutions for generalized model inferencing using TensorFlow and PyTorch models on Google Cloud Platform. Built image segmentation and object detection models for satellite image analysis and military applications. Conducted large-scale data processing (up to 1.2TB) for flight simulations, event detection, and predictive maintenance systems. Deployed machine learning models on cloud infrastructure and simulators, improving operational efficiency and accuracy across defence and aerospace projects.
Machine Learning Engineer at Cinco
July 1, 2019 - August 22, 2025Engineered GAN-based image manipulation applications and Leap Motion interactive presentations deployed on AWS and GCP platforms. Developed facial recognition system with OpenCV and Flask for client marketing use cases. Created AR applications using Vuforia SDK for experiential marketing, processing large datasets on PySpark with Databricks. Worked on live Unity-based gaming projects, integrated databases, and debugged client websites built with Node.js and React.js, supporting event-driven experiences.
Machine Learning Engineer at EXO Insights
October 31, 2018 - August 22, 2025Developed AI chatbots integrated with Unity projects and deep reinforcement learning models for traffic control simulation in virtual reality training environments. Created HoloLens AR applications using Vuforia plugin and implemented immersive VR stress-level monitoring systems synchronized with Arduino biometric feedback. Delivered interactive and mission-critical training solutions leveraging cutting-edge AI and mixed reality technologies.
Junior Data Scientist at Amazon
August 31, 2017 - August 22, 2025Contributed to e-commerce price evaluation tools improving product pricing accuracy across international markets including Australia and Singapore. Developed Python and Node.js models to detect and analyze pricing discrepancies, identifying optimization opportunities and enhancing product competitiveness as part of a collaborative development team.
Senior Machine Learning Engineer (Contractor) at Bell
March 1, 2021 - PresentLed development of chatbots and NLP models (English and French) using Google Dialogflow; integrated with Redis and Kafka backends; performed analytics in Splunk; dashboards in Power BI; implemented RAG-based intents with LangChain; frontend widget in React.js; deployed on Google Cloud Platform; monitored logs via Google Cloud Log Console; followed Scrum Agile methodology.
Senior Data Scientist at Zetane Inc
March 1, 2021 - September 8, 2025Developed model inference infrastructure to generalize inference across TensorFlow/PyTorch versions; deployed on Google Cloud Platform; led projects including Thales tanks identification (UNet) and object detection (YOLOX); processed large-scale datasets on Linux.
Machine Learning Engineer at Cinco
July 1, 2019 - September 8, 2025Built ML-driven experiential marketing solutions; created AIMerge GAN-based image fusion for event applications; developed Leap Motion interactive presentations; implemented facial recognition for Molson Coors campaigns; deployed on AWS/GCP; Agile delivery.
Machine Learning Engineer at EXO Insights
October 1, 2018 - September 8, 2025Developed AI/ML training for realistic VR training environments; integrated TensorFlow with Unity; built HoloLens pattern recognition app using Vuforia; created VR stress-level scenarios with Arduino-based sensors; delivered on time.
Junior Data Scientist at Amazon (Bangalore, INDIA)
August 1, 2017 - September 8, 2025Worked on price evaluation tooling for e-commerce; built models to detect price differences, improve accuracy, and support Australia and Singapore markets; contributed to multiple price optimization tools using Python and Node.js.
Senior Machine Learning Engineer (Contractor) at Bell Canada
March 1, 2021 - PresentLed development of NLP chatbots for Bell's brands (BELL IVA, Lucky IVA, Virgin IVA) using Google Dialogflow, building English and French intents; implemented retrieval-augmented generation (RAG) with LangChain, integrated with front-end React widget; deployed on Google Cloud Platform with data stored in Google Cloud Storage; backend data routing via Redis and Kafka; analytics with Splunk and Power BI; followed Scrum Agile methodology.
Senior Data Scientist at Zetane Inc
March 31, 2021 - September 8, 2025Developed generalizable inferencing structures to run model inference across frameworks (TensorFlow/PyTorch) and preprocessing strategies; deployed on Zetane engine & SaaS on Google Cloud; projects included Thales tanks identification (UNet) and object detection (YOLOX) on satellite imagery, Pormelau Document Evaluation using fine-tuned BERT on ~400 GB data with PySpark/Databricks; CAE Flight Simulation ML for performance optimization; Air-canada Event Detection; Terraform-based deployment.
Machine Learning Engineer at Cinco
July 31, 2019 - September 8, 2025Implemented ML/AI projects for experiential marketing and AR: AIMerge using GANs for texture blending at SXSW for 1000+ participants; StrategyAI Interactive Presentation with Leap Motion; Molson Coors Facial Recognition (OpenCV + Flask); ElementAI Pattern Recognition using Vuforia; deployed with AWS.
Machine Learning Engineer at EXO Insights
October 31, 2018 - September 8, 2025Developed AR/VR training environments and AI-driven simulations; integrated chatbot in Unity; HoloLens pattern recognition; VR stress-level scenario with Arduino monitoring; contributed to live VR training deployments.
Junior Data Scientist at Amazon (Bangalore, India)
August 31, 2017 - September 8, 2025Price evaluation team focusing on automated price detection and optimization; developed tools to analyze price differences across websites and regions; supported websites for Australia and Singapore; primarily Python and Node.js development to support pricing models.
Education
Master in Computing Science (Multimedia intelligence) at University of Alberta, AB, Canada
January 1, 2017 - December 31, 2018B.Tech (Information Technology) at Maharaja Surajmal College of Engineering, GGSIPU (India)
January 1, 2012 - December 31, 201612th Grade at C.B.S.E/AISSCE (India)
January 1, 2012 - December 31, 201210th Grade at C.B.S.E/AISSE (India)
January 1, 2010 - December 31, 2010Master of Computer Science (Multimedia Intelligence) at University of Alberta
January 1, 2017 - January 1, 2018B.Tech Information Technology at Maharaja Surajmal College of Engineering, GGSIPU
January 1, 2012 - January 1, 201612th at C.B.S.E/AISSCE
January 1, 2012 - January 1, 201210th at C.B.S.E/AISSE
January 1, 2010 - January 1, 2010Master in Computer Science(Multimedia intelligence) at University of Alberta
January 1, 2017 - December 31, 2018B.Tech(Information Technology) at Maharaja Surajmal College of Engineering, GGSIPU (India)
January 1, 2012 - December 31, 201612th (C.B.S.E/AISSCE) at C.B.S.E/AISSCE (India)
January 1, 2012 - December 31, 201210th (C.B.S.E/AISSE) at C.B.S.E/AISSE (India)
January 1, 2010 - December 31, 2010Qualifications
Red Hat Certified Linux Operating Systems
January 11, 2030 - August 22, 2025NIIT Certified C and C++ Programmer
January 11, 2030 - August 22, 2025Computer Vision Certification by Ex-Google AI Developer
January 11, 2030 - August 22, 2025Machine Learning Certification from Super Data Science
January 11, 2030 - August 22, 2025Deep Learning Certification
January 11, 2030 - August 22, 2025Artificial Intelligence Certification
January 11, 2030 - August 22, 2025Certified in Data Preprocessing, Tokenization, GloVe, and TF-IDF Vectorization Techniques
January 11, 2030 - August 22, 2025Certified in Using Large Language Models (Auto GPT, BERT, GPT, Amazon Titan)
January 11, 2030 - August 22, 2025Augmented Reality Course in Gaming and Application Development
January 11, 2030 - August 22, 2025Complete FPS (First Person Shooting) Game Development Course from Stream
January 11, 2030 - August 22, 2025Red Hat certified Linux Operating Systems
January 11, 2030 - September 8, 2025NIIT certified C and C++ programmer
January 11, 2030 - September 8, 2025Computer Vision Certification by Ex-Google AI Developer
January 11, 2030 - September 8, 2025Machine Learning Certification from Super Data Science (instructed by ex-Google ML/AI developer)
January 11, 2030 - September 8, 2025Deep Learning Certification
January 11, 2030 - September 8, 2025Artificial Intelligence Certification
January 11, 2030 - September 8, 2025Certified in Data Preprocessing, tokenization, GloVe and TF-IDF vectorization techniques
January 11, 2030 - September 8, 2025Certified in using Large Language Models such as Auto GPT, BERT, GPT and Amazon Titan
January 11, 2030 - September 8, 2025Augmented Reality course in Gaming and Application Development
January 11, 2030 - September 8, 2025Complete FPS (First Person Shooter) game development course
January 11, 2030 - September 8, 2025Red Hat certified Linux Operating Systems
January 11, 2030 - September 8, 2025NIIT certified C and C++ programmer
January 11, 2030 - September 8, 2025Computer Vision Certification by Ex-Google AI developer
January 11, 2030 - September 8, 2025Machine Learning certification from Super Data Science
January 11, 2030 - September 8, 2025Deep Learning Certification
January 11, 2030 - September 8, 2025Artificial Intelligence Certification
January 11, 2030 - September 8, 2025Data Preprocessing, tokenization, glove and tfidf vectorization techniques
January 11, 2030 - September 8, 2025Using Large Language Models such as Auto GPT, BERT, GPT and Amazon Titan
January 11, 2030 - September 8, 2025Augmented Reality course in Gaming and Application Development
January 11, 2030 - September 8, 2025Complete FPS (First Person Shooter) game development course
January 11, 2030 - September 8, 2025Industry Experience
Computers & Electronics, Gaming, Transportation & Logistics, Manufacturing, Media & Entertainment, Software & Internet, Professional Services, Education
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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