Integral

Building next gen Fintech Platform for web3.

Software Engineer

MindfulU

MindfulU was on a mission to build a tool to help students improve their EQ. (Funded by LYBI)

Leveraging the latest research in psychology, we developed two models (top-down and bottom-up) to help humans more reliably extract insights from their thoughts and emotions.

Led tech dev -worked with team of PM, designers and researchers to build an mvp solution.
Modelled emotions and thoughts as signals within our graph DB to leverage compression algo to store large datasets (GBs to MBs per user). Also made it easier to surface connections, triggers and patterns as a result (courtesy of some special signal processing + ml algorithms) 
Leverage NLP to construct prompts dynamically as user reveals more data on their emotions.
Built insights module, leveraging three.js and webgl to build delightful dashboards for users to understand and track their emotions and thoughts.

Co-Founder

FinSimpl

Lead tech development at Finsimpl.

Designed the first iteration of the site and lead a team to build it out - see www.finsimpl.com
Designed the backend in AWS via SAM & CloudFormation, leveraging lambda's, SQS, DynamoDB, API gateway and AppSync to ensure availability and reliability.
Built the mobile app using react native and released on Apple and Google Play stores.
Setup SOPs, documentation on notion to unblock engineers, with the help of the business team.

Amazon

Worked in personalization, designing and building the next generation of recommenders:
- Researched and scoped a design leveraging a new ML segmenting technology for a hyper-personalized recommender
- Setup routine jobs in Scala to copy over raw data from AWS data lakes into S3 buckets
- Designed and built an AWS step-function workflow to generate structured datasets, set to trigger by the S3 bucket
- Iteratively built algorithms using datasets and round robin processor to generate quality recommendations for customers
- Built and deployed AWS infrastructure using CDK
- Performed E2E and latency testing to ensure quality
- Led a deep dive workshop on a new tool

Wealthsimple

Working for Securities Management to design tooling in Rails and React:
- Designed and built several internal tools used to support trading and investment activities 
- Wrote and helped refactor tests to ensure tools were resilient to errors
- Partook in on-call, aiding in investigating data errors for trade and investing services.
- Led the initial front-end work for the MVP of a new internal dashboard to help on-call engineers

Full Stack Engineer

Initio

Consulted with the Inito Team to help design a local ecommerce app.
Worked with the tech lead to design an MVP using Next and React Native.
Backend was designed to leverage AWS amplify: graphql, S3, Cognito and dynamoDB.

Full-stack Developer

Delivered a new filtering experience on the Buy Again page:
- Optimized system to filter well under 1400ms (faster than filtering on search at the time) by implementing prefetching and client-side filtering
- Leveraged lazy-loading to reduce rendering costs and improve LCP for millions of heavy repeat purchasers
- Launched after successful a/b experimentation and is used by millions of users

Fugro Roadware

Led the development of software to automate data processing:
-Created pipeline to handle post-processing of raw GPS/IMU data and GUI to let the user control pipeline
-Designed a filter to read DB data against raw data and filter out false results
-Developed a QC tool which used a box plot to identify anomalies in the data and overlaid anomalies on Google Earth
-Final Program cut down human involvement from 4 hours to 30 mins
-Developed a download manager for external online files which cut down time from 2 hours to 5 mins

Software Developer

Prometheus Tech inc

Developed a prototype to help reduce carbon emissions from smoke stacks.
Developed a Startup Business Plan to pitch for Investors
Registered with ServiceOntario
Came 4th in PEEL Startup Accelerator Competition

Hi and welcome to my page!

I am a problem solver passionate about designing empathetic, scalable, and reliable software.

Currently focused on building full-stack fintech experiences at companies from pre-series to super-unicorn scale. Exploring AI to build new libraries for a more human-like UIs.

You can find my resume and github linked below!

Taplio

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