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Creative AI Developer. Expertise in Computer Vision. Using company GitHub so this user account has little activity.
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RedBuffer
Data Scientist
June 23, 2026 – Present
cropmapping-server-two
May 3, 2025 – December 1, 2025
A full‐stack, production‐ready AI pipeline in Python for high‐resolution crop‐type classification across large geographic regions (provinces / districts). It uses a fine‐tuned Vision Transformer (ViT) backbone (pretrained on multi‐sensor satellite imagery) to perform 5‐class semantic segmentation (Cotton, Wheat, Urban, Natural, Others).
View Projectcrop-chat
April 29, 2025 – July 12, 2025
Agent with access to live crop maps data for Pakistan
View ProjectFeatureSubsetSelection
January 15, 2025 – January 15, 2025
AI Course Project (Summer 2024) Select a subset of features from Dataset Train ML Model on smaller no. of features Multi Objective Optimization: Minimize no. of features, Maximize accuracy
View Projectsatellite-imaging-segmentation
August 9, 2023 – Present
A deep-learning pipeline for satellite image semantic segmentation. It uses a U‐Net based model to assign each pixel in a satellite image one of several land-use / land-cover classes (urban, agriculture, rangeland, forest, water, barren, unknown), enabling precise land-use mapping from overhead imagery. Input is preprocessed satellite tiles + mask
View Projectpolynomial-regression-tfjs
June 15, 2023 – June 16, 2023
polynomial-regression-tfjs — repository
View Projectflappybird-neuroevolution
June 15, 2023 – June 16, 2023
This project is a simulation of the popular and simple game, Flappy Bird, implemented in JavaScript using the p5.js library. The objective of this project is to train an AI agent to play Flappy Bird by using a genetic algorithm and a neural network, both implemented from scratch.
View ProjectDrawboard
August 18, 2019 – January 1, 2023
Real-time collaborative drawing board. Draw anything. Collaborate on ideas. But, together. This application is built using the MERN stack.
View ProjectOptics-Simulation
June 22, 2019 – August 29, 2019
This application is built for simulating and demonstrating simple light behaviours: reflection, refraction in mediums of different shapes and refractive indices, including circles and polygons, lens behaviours and light filters
View ProjectCultural Fit Analysis
The candidate's project portfolio shows a strong inclination towards personal projects, particularly in AI/ML and web development. The current role as a Data Scientist at RedBuffer aligns with the target role. However, the experience level is listed as 0, which contradicts the current employment, suggesting a potential data discrepancy or very recent entry into the role. The diversity of projects (web development, AI/ML, simulations) indicates a broad interest, but also a potential lack of deep specialization in a single area relevant to a senior Data Scientist role.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.