I am very curious to combine software development and Machine learning along with Data Science to solve business and financial problems. Please view my programming projects on https://github.com/Bhan-Aayush
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Back End DeveloperUniversity Of Toronto Jun 2024 - PresentToronto, Ontario, Canada● Developed relational database architecture (PostgreSQL) with many-to-many relationships using SQL.● Creating web app features for sorting/filtering data (JavaScript/TypeScript), integrated search (Meilisearch, Solr, Typesense), and streamlined deployment using Docker and Coolify.● Creating web application features to sort and filter data based on use cases to improve data accessibility for users. -
Co-FounderTrust.Ai Apr 2024 - PresentCompany Overview:Trust.AI is an AgTech company revolutionizing the agricultural sector with a focus on advanced trading tools for crop stocks. Our flagship product, the Trust.AI app, is leveraging machine learning and weather detection technology to provide farmers with actionable insights and market opportunities, enhancing the efficiency and profitability of their operations.Key Achievements and Responsibilities:Developing and Launching Crop Stock Trading Platform:●… Show more Company Overview:Trust.AI is an AgTech company revolutionizing the agricultural sector with a focus on advanced trading tools for crop stocks. Our flagship product, the Trust.AI app, is leveraging machine learning and weather detection technology to provide farmers with actionable insights and market opportunities, enhancing the efficiency and profitability of their operations.Key Achievements and Responsibilities:Developing and Launching Crop Stock Trading Platform:● Enabling Buy/Sell Listings: Allowing farmers to list their crops for sale or post requirements to buy specific crops.● Providing Pricing Insights: Offering real-time price trends and market insights based on historical data and current market conditions.● Offering Weather-Influenced Trading Recommendations: Utilizing predictive analytics and investment suggestions based on weather forecasts and crop yield predictions.● Implementing Secure Transactions: Using blockchain technology for secure, transparent, and efficient transactions.● Managing Logistics and Supply Chain: Partnering with logistics companies to offer delivery and transportation services, including a tracking system for real-time shipment monitoring.Articulating Strategic Vision and Expanding Market:● Executing a strategic vision to integrate weather data and market analytics, driving the growth of the trading platform.● Expanding market reach by forming strategic partnerships and collaborations within the agricultural and financial sectors. Show less -
Data ScientistScotiabank Jan 2024 - Aug 2024Toronto, Ontario, Canada● Utilizing SQL and Pandas with Jupyter to prepare, clean, transform, visualize and work with various big data formats.● Utilizing machine learning techniques such as PySpark (scikit-learn, xgboost) to create and apply fraud detection models to use cases while conducting algorithmic testing and error analysis to measure its effectiveness.● Leveraging computing tools like Spark, Hive, Cloud and EDL-C for analysis, data mining, and deploying ML pipelines. ● Developing chatbot with… Show more ● Utilizing SQL and Pandas with Jupyter to prepare, clean, transform, visualize and work with various big data formats.● Utilizing machine learning techniques such as PySpark (scikit-learn, xgboost) to create and apply fraud detection models to use cases while conducting algorithmic testing and error analysis to measure its effectiveness.● Leveraging computing tools like Spark, Hive, Cloud and EDL-C for analysis, data mining, and deploying ML pipelines. ● Developing chatbot with AskAI team by utilizing RAG and Gemini to optimize the output of the large language model. ● Collaborating with business stakeholders and presenting business-driven changes by leveraging data science solutions. Show less -
Machine Learning Engineer: AercoustsicsUniversity Of Toronto Machine Intelligence Student Team (Utmist) Mar 2024 - Jul 2024Toronto, Ontario, Canada● Using RNN and (LSTM) transformer model to develop a construction noise classification model to accurately identify construction-related sounds from urban audio clips.● Utilizing a large library of audio from remote sound monitors, the model will classify a range of sounds to stream line the noise monitoring process, reducing manual review time.● Developed prototypes with the team with the goal to achieve over 95% accuracy, focusing on minimizing false negatives. -
Cloud DeveloperUniversity Of Toronto Machine Intelligence Student Team (Utmist) Sep 2023 - Jan 2024Toronto, Ontario, Canada● Contributed to large open-source cloud infrastructure software projects of large industries on the Kubernetes(Knative, Kserve) platform.●Developed prototypes with the team on the minikube platform(such as training datasets in the cloud by interacting with the GPU clusters).● Deployed Kubernetes clusters on cloud and maintained docker files.● Assisted in planning and executing a series of cloud/open source workshops for students in collaboration with IEEE. -
Business Operations Support: Data ScienceMetrolinx May 2023 - Aug 2023Greater Toronto Area, Canada● Utilized SQL to develop spreadsheets, forms, and databases to input, track, store and retrieve data and cards.● Utilized ServiceNow with Python and PowerBI to create KPI and finance reports by extracting datasets of incident cases.● Helped to produce daily/weekly/monthly optimization models with Python on cases by using statistical analysis.● Provided technical services to support the business by analyzing data, trend analysis, and giving feedback.● Demonstrated skills in… Show more ● Utilized SQL to develop spreadsheets, forms, and databases to input, track, store and retrieve data and cards.● Utilized ServiceNow with Python and PowerBI to create KPI and finance reports by extracting datasets of incident cases.● Helped to produce daily/weekly/monthly optimization models with Python on cases by using statistical analysis.● Provided technical services to support the business by analyzing data, trend analysis, and giving feedback.● Demonstrated skills in incident management and coordinated activities between Transit agencies and supported maintenance teams. Show less -
Academic TutorInspiration Learning Center Aug 2021 - Feb 2023Markham, Ontario, CanadaTutoring students from 9-2nd year university students in computer science, mathematics and physics. -
Software DeveloperUniversity Of Toronto Hyperloop Team Jul 2021 - Jan 2023Ontario, Canada● Designed a blog page and managed the website's front-end side by using React.JS, HTML, and CSS(SASS).● Discussed the code and design of the website with a team and added pictures and written reports regarding the team tothe web page. -
Social Media Software DeveloperStem Minds Corp Jun 2020 - Sep 2020Aurora, Ontario, Canada● Collaborated with a team to develop an e-sports app by implementing Twitch video API using Angular.JS.● Helped group members develop unit tests and features that accommodated specific levels of learners while offering support to ensure that users could grasp materials regarding e-sports applications.● Helped to implement unit tests and helped other developers to solve bugs and solve technical challenges.
Aayush Bhan Education Details
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Pursuing Physics, Computer Science And Mathematics -
College/University Preparatory And Advanced High School/Secondary Diploma Program -
Father Michael McgivneyHigh School Diploma And Ib Diploma
Frequently Asked Questions about Aayush Bhan
What company does Aayush Bhan work for?
Aayush Bhan works for University Of Toronto
What is Aayush Bhan's role at the current company?
Aayush Bhan's current role is University of Toronto.
What schools did Aayush Bhan attend?
Aayush Bhan attended University Of Toronto, International Baccalaureate, Father Michael Mcgivney.
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Aayush Bhan
Student At Father Michael Mcgivney Catholic Academy High SchoolGreater Toronto Area, Canada -
Aayush Bhan
Community Volunteer At Kashmiri Overseas Association Of Canada(Koac)Greater Toronto Area, Canada
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