I conceptualize , conduct research, meticulously plan elegant designs & implement ideas, consequently transforming complex challenges to practical solutions.
Primarily my goal is to make sophisticated cutting edge systems like Machine Learning, mathematical models and data management systems accessible to the masses. To facillitate this, I leverage on a diverse skillset that spans from intuitive user centric designing, problem solving using logic and solution delivery through web apps.
PLANT DOCTOR (POWERED ML & Chat GPT-4)
I trained leaf disease image classification models using tensorflow.My Primary data source was Kaggle's Global plant village. To be precise, this app sends prediction results to an Large Language Model through custom prompting. Thus enabling disease identification and generation of appropriate prescriptions.
To explain in detail, prediction results from tf-models are combined with domain specific pdfs(vectorised) & custom prompts (to fine tune LLMs).These are then passed to an OpenAI LLM via LangChain framework . The user submits an image through the UI, the UI passes the image to python built backend to process submitted images and prepare them for tensorflow models to make the predictions. Once the images are in either tensors or arrays models can be loaded to make predictions. Prediction results are then combined by prompts that include detailed questions, context providing documents and guidlines. Thus human like the user gets human like prescriptions from the app. I use Django RestAPI to pass data to the UserInterface built with React and Typescript. The tensorflow models are accessed through tfserving's restAPI, via the use of Docker and Nginx for deployment (&DevOps).
PORTFOLIO ASSET ALLOCATOR
This system uses famous Markowitz Modern Portfolio Theory to allocate assets in the porfolio with the list risk relative to the returns. Fundamentally, we'd want to create a combination of assets with the best combination weights for every asset.This means best returns at minimum rewards. The combination of Assets can be upwards of 500, which would make excel work tedius. Thus using python data science solution with numpy, pandas and python algorithms would be necessary to scale such a system. In this app, I use covariance, standard deviations and historical returns to create best portfolio allocations.I also included simulations to asses performance. Key libraries I used manipulate arrays are numpyand also the use of pandas dataframes was key. Overall to attain this I use Efficient frontier library & Yfinance API to access market data. The risk assesment is done through a Monte Carlo simulation. , the simulation provides risk represented by covariance. To deploy the site I employed DevOps systems Docker and NginxThe web app uses Django, python,Plotly Dash Application and the UserInterface uses HTML, CSS, JS & Django Template Language.
MARK MANSON'S BLOG CLONE
I am a big fan of best selling authorMark Manson, I couldn't be any less fond of his new blog site design(some changes were made recently). The website follows a clean yet unique approach to minimalistic display of content. Another noteable site that follows this design and serves as a source of inspiration for this site is the Washington post. The whole point is using sizeable fonts when necessary and also isolate text from possible sources of distraction that can be in form of ads or literal web components. The building process was seemless and I used a fullstack approach with using minimum java script and doubling down on the Django frame work itself. So I decided to rebuild his website and all its functionality included & I intentionally allowed users too freely post comments without submitting emails and other, however the admin would have to authorise the comment to be posted. The web app uses Django, python and the UserInterface uses HTML, CSS, JavaScript & Django Template Language.
Pre-school Web-site Donation
Early child hood development is a passion of mine. To be honest I'd say I am passionate about education as a whole. For that and many other reasons, I created this website as a boiler or sample that I donate to pre-schools that are interested. For every preschool I customise it, to include their own color scheme, structure, pictures, logos, texts and component sequence. There is so much that can be changed to meet different schools' needs. If you know a pre-school in the UAE, that needs a website Free Off charge, We can start on this one, send me message and we can start customising, adding sprinkles and deploying. Website is built with React, Typescript, HTML and CSS. The images where taken from UI prototype created with figma and photoshop.
INDIE FILMS STREAMING PLATFORM
Publishing Indie Films is a hussle,Often after publishing the content is pirated, stifling the creator's returns.So here is a streaming platform that follows social media approach.platforms-like architecture , users can follow, or watch from they best creators. Users can follow creators and like their movies In addition to that the user creation process is decentralised. Technically any creator can produce content, register on the site and starting posting their films. The Django format presented enable fast upload of files regardless of their size. Streaming site uses Django, python and the UserInterface uses HTML, CSS, JavaScript & Django Template Language.
CONSULTANCY BUSINESS WEBPAGES
This is a frontend project for a consultancy business. Every element is carefully crafted to exude professionalism and expertise, reinforcing our brand identity. The design is premised on minimum web development fostering a utility site that is cost effective on maintainance cost. My design also makes use of fewer files to conserve disc space and cut hosting costs. This approach would be useful for small startups starting to creating a persona online. The tools used a basic, the website is light weight and yet useful. The website uses React, HTML, CSS and Typescript
STACK
Python
Django
Django Rest API
Plotly Dash Applications
Tensorflow
Scikit-learn
Rest APIs
Java Script
React
VueJS
Type script
C Programming
HTML5
CSS3
Bootstrap
TOOLS
Adobe Illustrator
Adobe Photoshop
Figma
DaVinci Resolve
Final Cut Pro X
Spline 3D animations
Adobe After Effects
Adobe Indesign
