# Projects — Abu Bakar Siddik

## CareerKor

*Founder & Lead Architect · 2024 - Present · Remote*

[Live](https://careerkor.com) · [Details](https://abubakarsiddik.site/projects/careerkor)

AI-powered career management platform that streamlines the job application process. Generate tailored resumes, cover letters, and statements of purpose from a single comprehensive career profile.

**Stack:** Next.js 14, TypeScript, TailwindCSS, shadcn/ui, Framer Motion, NestJS, PostgreSQL, MikroORM, Redis, AWS S3, OpenAI, Claude 3.5, Gemini Pro, LangChain, Docker, GitHub Actions, Monorepo, Nginx

**Challenge:** Job seekers spend hundreds of hours manually tailoring application materials, often failing ATS filters despite being qualified.

**Solution:** We built a unified platform that acts as an 'AI Career Toolkit,' allowing users to maintain one core profile while generating infinite tailored documents. For organizations, it eliminates email-based hiring chaos with custom workflows.

**Impact:**
- 70% reduction in time-to-apply
- 100% ATS-compliant document generation
- Centralized candidate management for firms

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## Axiom Wiki

*AI Tooling · 2024 · Open Source*

[GitHub](https://github.com/abubakarsiddik31/axiom-wiki) · [Details](https://abubakarsiddik.site/projects/axiom-wiki)

AI-powered personal knowledge base that compiles documents into an interconnected markdown wiki. Built with MCP support for seamless AI interaction.

**Stack:** TypeScript, Markdown Synthesis, Node.js, File System API, Model Context Protocol (MCP), RAG Architecture, GitHub Actions

**Challenge:** Personal knowledge management often feels like a chore. Information remains siloed and hard to query contextually.

**Solution:** Axiom Wiki automates the synthesis of information, creating a 'Second Brain' that transforms static notes into a dynamic API for AI agents via MCP.

**Impact:**
- Automated document interconnection
- Native AI agent integration via MCP
- Seamless markdown-to-API transformation

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## MagicSpin 360° 🏆

*Award Winner · 2025 · Hackathon*

[GitHub](https://github.com/abubakarsiddik31/magic-spin) · [Details](https://abubakarsiddik.site/projects/magicspin)

Generates interactive 360° rotations from single 2D images. A cutting-edge demonstration of generative AI applied to spatial understanding.

**Stack:** React, Three.js, FastAPI, Python, Gemini Pro Vision, Stability AI, Segment Anything, Google Cloud

**Challenge:** Creating 360° object views typically requires expensive multi-camera setups or dozens of photos.

**Solution:** MagicSpin uses Generative AI to imagine missing angles from a single 2D photo, creating a complete spatial rotation end-to-end.

**Impact:**
- Google Nano Banana Hackathon 2025 Winner
- End-to-end image-to-spatial-view pipeline
- Low-cost alternative to physical hardware

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## AI Virtual Try-On

*Computer Vision Experiment · 2024 · Proprietary*

[Details](https://abubakarsiddik.site/projects/tryon)

A sophisticated image-to-image synthesis pipeline that allows users to virtually try on clothing using Diffusion models and human parsing.

**Stack:** React, Canvas API, FastAPI, PyTorch, Stable Diffusion, ControlNet, Human Parsing, GPU Cloud

**Challenge:** Preserving garment texture and patterns while naturally draping them over diverse human body poses.

**Solution:** A two-stage warping module followed by a refinement Diffusion pass ensuring texture consistency and pose preservation using ControlNet.

**Impact:**
- High-fidelity texture preservation
- Support for complex human poses
- Scalable e-commerce integration