3
3
Pakistan
1 year of experience
Iโm an AI Product Engineer who builds and ships production AI products, not demos. I take ideas from POC โ MVP โ live systems, working end-to-end across backend, AI, and deployment. Iโve built GenAI, RAG systems, and VoiceBots used in real business workflows, with a focus on speed, reliability, and impact.
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LegacyLift demonstrates modernizing a legacy COBOL payroll system using AI (IBM Bob). Originally a 40-year-old undocumented COBOL codebase handling payroll calculations with complex business rules, the project was transformed into a production-ready full-stack web application in just 1.5 hours with $3.83 AI costโsaving approximately 2 weeks of manual development effort. TECHNOLOGY STACK: โข Frontend: Next.js 14, TypeScript, Tailwind CSS, shadcn/ui โข Backend: FastAPI, Python 3.11, SQLAlchemy โข Database: PostgreSQL โข AI Tool: IBM Bob (watsonx) KEY FEATURES: โข JWT authentication with role-based access control (Admin, HR, Manager, Employee) โข Complete employee management system โข Payroll processing preserving legacy COBOL business logic: - Overtime: 160hr threshold at 1.5x multiplier - Tax brackets: 12% (gross โค$3,000), 25% (gross >$3,000) - Fixed allowance: $150, Government deduction: $75 โข Pay period management โข Configurable system settings This project showcases how AI can preserve and extend legacy systems while modernizing the developer experience.
17 May 2026

In critical moments following an accident, immediate first aid can make a life-saving difference. Yet, many bystanders lack the knowledge or confidence to provide effective assistance. Delayed care can impact an injured personโs chances of recovery, as crucial help often arrives only once medical professionals are on the scene. Rescure transforms this gap into an opportunity for anyone to become a confident, capable first responder. By using AI to analyze accident scenes in real time, Rescure empowers bystanders with the knowledge to take immediate, informed action. Accessible on any smartphone, the app leverages cutting-edge technology to guide users through the essential steps of first aid, enabling prompt and effective assistance in emergencies. With Rescure, help is just a snapshot away. Users simply take a photo of the accident scene, and the appโs intelligent model quickly assesses the situation. Based on the analysis, Rescure provides step-by-step, tailored instructions for relevant first aid techniques, from controlling bleeding to performing CPR or stabilizing injuries. For more complex actions, users can also access video tutorials that demonstrate life-saving procedures in a straightforward, easy-to-follow format. By combining the power of AI with accessible, accurate guidance, Rescure turns smartphones into essential tools for emergency care. With Rescure, anyone can act quickly, make a positive impact, and provide the timely aid that matters most when every second counts.
4 Nov 2024

Introduction Idea Crafter is a web application built using Streamlit that simplifies the journey from idea generation to realization. Leveraging the powerful GPT-4o model, the platform produces unique business ideas based on user-selected industries and personalized inputs. Whether you're an experienced entrepreneur or just starting, Idea Crafter provides a supportive framework for creativity and innovation. How It Works Industry Selection: Users start by selecting an industry that resonates with their interests. This selection narrows the focus and ensures the generated ideas are relevant. Input Gathering: After choosing an industry, users provide key information, including: Budget Constraints: Understanding financial limitations helps generate realistic ideas. Desired Impact: Users specify positive changes they wish to create in their chosen industry. Target Audience: Defining the primary audience allows for more tailored idea generation. Inspirations: Users can list existing products, services, or ideas that inspire them. Prompt Generation: The detailed information is transformed into a comprehensive prompt for the GPT-4o model, ensuring generated ideas align with the user's vision. Idea Generation: Utilizing advanced AI algorithms, Idea Crafter processes the prompt and generates a variety of unique and creative business ideas, inspiring innovation and exploration. Benefits Enhanced Creativity: Streamlining brainstorming empowers users to think outside the box. Opportunity Exploration: The tool helps discover new avenues and opportunities within industries. Efficiency: A structured approach saves time, allowing users to focus on refining ideas. User-Friendly Interface: Built with Streamlit, the application offers an intuitive user experience for both seasoned entrepreneurs and beginners. In summary, Idea Crafter transforms the idea-generation process into an efficient, creative, and engaging experience, making it an essential tool for aspiring entrepreneurs.
11 Oct 2024