Machine Learning and Decision Systems
Applied machine learning for student performance prediction and adaptive recommendations.
- Python
- Streamlit
- scikit-learn
- DecisionTreeClassifier
- pandas
- +3 more
Built in · AI_Tutor_PLR_AbstractMinds
Open to Work: Full-Stack and AI Engineering Roles
Welcome, I'm
Muhammad Ibrahim
Full-Stack & AI Integration Engineer
About Me
Here's a brief introduction about myself, my core profile, and specialized skill domains.
// core.profileSystem Online
I am a passionate AI engineer and researcher focused on Artificial Intelligence and applied problem-solving. My research covers optimization techniques such as genetic algorithms and Google OR-Tools for tackling complex scheduling and constraint-based problems, as well as AI systems built on Retrieval-Augmented Generation (RAG) for context-aware responses. My work has also involved integrating multiple LLM providers, building adaptive learning mechanics, and hardening these systems.
Alongside this, I build full-stack web applications aimed at solving practical, everyday problems, combining solid software engineering with applied AI to create tools that are genuinely useful rather than just technically impressive. I'm driven by a passion for turning research-grade ideas into real, working software that people can actually use.
LLM Application and AI Platform Engineering
LLM-powered learning platform with code analysis, chat, and assessment workflows.
- FastAPI
- OpenAI
- Google Gemini
- ChromaDB
- sentence-transformers
- +4 more
Built in · NueroCode-Official
Optimization and Heuristic Search
Genetic algorithms for constrained academic timetable generation and optimization.
- Genetic Algorithm
- tournament selection
- two-point crossover
- mutation
- fitness penalties
- +3 more
Built in · IMCS-Scheduler
Full-Stack Business Software Engineering
End-to-end business software for farm operations, billing, inventory, and reporting.
- Next.js
- React
- TypeScript
- Tailwind
- Drizzle ORM
- +5 more
Built in · Bin-Khalid-Dairy-Farm-V2
Professional Experience
Where I've applied full-stack engineering and applied AI, from department-level scheduling automation to systems built for real, everyday needs.
5 moTimetable Automation
IMCS, University of Sindh
Software Developer and Researcher
10 Jun 2026 – 10 Nov 2026- Replaced the manual, spreadsheet-style timetable process at IMCS with an automated scheduling system that generates conflict-free timetables for the department.
- Researched Google OR-Tools alongside genetic algorithms for constraint-based scheduling, and implemented a genetic algorithm engine with hard constraints, weighted fitness penalties, custom crossover and mutation operators, and constructive seeding, served through a FastAPI backend.
3 moManagement System V2
Bin Khalid Dairy Farm
Independent Software Developer
07 Jun 2026 – 15 Sep 2026- Rebuilt the farm's management system as an advanced full-stack platform using Next.js, TypeScript, Drizzle ORM, and Firebase, replacing the earlier Flask version.
- Delivers billing, inventory, and reporting through operational dashboards, secured with session-based authentication and Firestore security rules.
- Built as a self-driven project to learn modern full-stack development while solving a real day-to-day problem.
1 mo
Personal Finance Tracker
Finlytics
Independent Software Developer (Personal Project)
20 Jul 2026 – 25 Aug 2026- Built a private, full-stack finance application in React and Supabase to track income, expenses, monthly spending goals, account balances, and money owed by others, used in my own daily routine.
- Designed the Postgres schema with Row-Level Security and an atomic balance-change function, and added scheduled Edge Functions that deliver daily reminders and monthly and annual reports by email.
- Built as a self-driven project to learn modern full-stack development while solving a real day-to-day problem.
< 1 moManagement System V1
Bin Khalid Dairy Farm
Independent Software Developer
10 Mar 2025 – 05 Apr 2025- Built a Flask and SQLite web application to manage dairy farm operations and billing, with a bilingual Urdu and English interface.
- Added mobile-optimized bill sharing so bills can be sent directly from a phone.
- Built as a self-driven project to learn modern full-stack development while solving a real day-to-day problem.
Academic Project Leadership
AbstractMinds
Team Lead
2025 – 2026- Led a three-person team on the AI Lab course project, building an AI-based system that predicts student performance and generates adaptive learning recommendations.
- Led the same team through the final year project, coordinating design, development, and delivery under faculty supervision.
Academic Background
The schools, university, and professional programs that shaped my engineering foundation.
2023 – 2027In progress Jamshoro, Sindh
BSCS
Bachelor of Science in Computer Science
IMCS, University of Sindh
Institute of Mathematics and Computer Science, a department dedicated to teaching and research in computer science, AI, and mathematics at the University of Sindh, Jamshoro, one of Pakistan's oldest universities.
2025 – 2026 PIAIC, Karachi
Professional Program
Robotic & Agentic AI Program (Year 1)
Presidential Initiative for Artificial Intelligence and Computing
Completed one year of foundational training in building AI agents, multi-agent frameworks, and integrating intelligent automation with robotic systems. Continued independently while prioritizing the final year project.
2019 – 2021 BISE Nawabshah
FSc Pre-Engineering
Higher Secondary Education
Memon Academy Higher Secondary School, Shahdadpur
A rigorous pre-engineering foundation in mathematics, physics, and chemistry, built alongside disciplined study habits.
2017 – 2019 BISE Mirpurkhas
Matriculation (Science)
Secondary School Education
Memon Academy Higher Secondary School, Shahdadpur
The foundation of my academic journey, where discipline, consistency, and core science fundamentals took root.
Featured Projects
Technical Skills & Proficiencies
Languages
LANGUAGES- Python
- JavaScript
- TypeScript
- SQL
- C++
AI / ML
AI ML- scikit-learn
- pandas
- NumPy
- Plotly
- Genetic Algorithms
- Google OR-Tools
- RAG
- LLM Integration (OpenAI, Google Gemini)
- ChromaDB
- sentence-transformers
- Tree-sitter
- Prompt and Context Engineering
Backend
BACKEND- FastAPI
- Flask
- Node.js
- Express
- REST APIs
- SQLAlchemy
- Alembic
- Drizzle ORM
- Pydantic
- Jinja2
- Socket.io
- JWT Authentication
- Firebase Authentication
- Resend
Frontend
FRONTEND- React
- Next.js
- Vite
- Tailwind CSS
- shadcn/ui
- Framer Motion
- Recharts
- Monaco Editor
- Bootstrap
- HTML
- CSS
Databases
DATABASES- PostgreSQL
- MongoDB (Mongoose)
- SQLite
- Supabase
- Firebase / Firestore
Tools & DevOps
TOOLS- Git
- GitHub
- Docker
- Netlify
- Vercel
- Railway
- Streamlit
- Arduino
- Linux
- Piston
Business Process Automation
AUTOMATION- n8n
- Chatwoot
- WhatsApp Cloud API
- AI Sales Agents
- Lead Collection
- Webhooks
- Google Sheets API
- Workflow Orchestration
Volunteer Experience
10 Feb 2026
Volunteer, Seniors' Project Exhibition
Volunteered at the seniors' project exhibition and used the opportunity to study the projects on display in depth. The experience exposed me to new trends and helped me refine my understanding of the work being presented.
2024 · 2025 · 2026
Volunteer, Sports Gala
Volunteered at the Sports Gala for three consecutive years (2024, 2025, and 2026), supporting event management and working alongside the sports team to help the event run smoothly.
- 2024
- 2025
- 2026
Volunteer, ICT Lab
IMCS, University of Sindh, Jamshoro
Volunteered in the ICT Lab at IMCS, University of Sindh, Jamshoro, supporting lab operations and gaining early hands-on exposure to the department's computing environment.
Certifications
Verified courses and programs in AI, cybersecurity, and software automation.
via
Google AI Specialization
Generative AI tools for research, writing, content creation, data analysis, and app building, with a focus on effective prompting and planning.
Prompt and Context Engineering: Level 1 Developer
Presidential Initiative for Artificial Intelligence and Computing (PIAIC)
Jan 2026Foundations of prompt and context engineering for building applications with large language models.
Certificate No. 2026050256619
viaGoogle IT Automation with Python Specialization
Python scripting, operating system automation, Git and GitHub, debugging and troubleshooting, configuration management, and automating real-world IT tasks.
viaGoogle Cybersecurity Specialization
Network security, Linux and SQL, threat and vulnerability analysis, incident detection and response, and Python automation for security tasks.
STS Intermediate Category Certificate (Government of Sindh)
SIBA Testing Services (STS)
Jul 2023Government of Sindh eligibility test certificate at the Intermediate category, valid for three years.
Verify through the QR code on the certificate
Moments & Gallery Highlights
An infinite visual stream of university milestones, hackathon wins, leadership events, and tech visits.
Get In Touch
Have a project proposal, engineering inquiry, or potential collaboration? My inbox is always open.
Contact Information
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