Muhammad A.

AI Engineer | LLMs, RAG, AI Agents & Automation

𝗜𝗳 𝗔𝗜 𝗶𝘀𝗻’𝘁 𝘀𝗮𝘃𝗶𝗻𝗴 𝘆𝗼𝘂 𝘁𝗶𝗺𝗲 𝗼𝗿 𝗺𝗮𝗸𝗶𝗻𝗴 𝘆𝗼𝘂 𝗺𝗼𝗻𝗲𝘆, 𝗜’𝗹𝗹 𝘁𝗲𝗹𝗹 𝘆𝗼𝘂 𝘄𝗵𝘆 - 𝗮𝗻𝗱 𝗵𝗼𝘄 𝘁𝗼 𝗳𝗶𝘅 𝗶𝘁. Most AI projects fail because they’re built around tools instead of business reality. Successful projects start with strategy, not technology. I build production-ready LLM systems, RAG pipelines, and AI agents. I've helped businesses with custom AI-Automated Systems that have helped them operate more efficiently. I also host a podcast with tech founders on real-world AI use. Key projects include: 🔹 Built an 𝗔𝗜 𝗙𝗶𝗻𝗮𝗻𝗰𝗶𝗮𝗹 & 𝗜𝗻𝘁𝗲𝗹𝗹𝗶𝗴𝗲𝗻𝗰𝗲 𝗲𝗻𝗴𝗶𝗻𝗲 managing real-time transactions, enabling automated analytics and executive-level reporting , helping them raise a round of $35M 🔹 Built a scalable 𝗔𝗜 𝗛𝗼𝗽𝘀𝗶𝘁𝗮𝗹 𝗠𝗮𝗻𝗮𝗴𝗲𝗺𝗲𝗻𝘁 𝗦𝘆𝘀𝘁𝗲𝗺 that digitized patient and staff operations across 𝟏𝟎𝟎+ facilities, reducing administrative workload by 80%. 🔹 Developed an 𝗔𝗜-𝗱𝗿𝗶𝘃𝗲𝗻 𝗮𝗻𝗮𝗹𝘆𝘀𝗶𝘀 𝗽𝗹𝗮𝘁𝗳𝗼𝗿𝗺 that uncovered behavioral insights and optimized accountability workflows for enterprise teams. 🔹 Developed a custom 𝐂𝐑𝐌 𝐚𝐧𝐝 𝐚𝐧𝐚𝐥𝐲𝐭𝐢𝐜𝐬 𝐩𝐥𝐚𝐭𝐟𝐨𝐫𝐦 integrating marketing, sales, and operations data, featuring 𝐀𝐈-𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐯𝐢𝐝𝐞𝐨 𝐚𝐧𝐚𝐥𝐲𝐬𝐢𝐬 of sales calls to extract performance insights and conversation metrics, delivering real-time business intelligence through automated 𝐄𝐓𝐋 𝐩𝐢𝐩𝐞𝐥𝐢𝐧𝐞𝐬. 🔹 Built 𝐀𝐈 𝐰𝐞𝐥𝐥𝐧𝐞𝐬𝐬 𝐚𝐩𝐩𝐬 that analyze daily routines, mood patterns, and user interactions to generate personalized self-care insights and support mental health automation. 🔹 Built 𝐎𝐂𝐑-𝐩𝐨𝐰𝐞𝐫𝐞𝐝 𝐝𝐨𝐜𝐮𝐦𝐞𝐧𝐭 automation systems that processed 𝟏𝟓𝟎+ page PDFs for healthcare and risk management teams. 🔹 Reduced manual data extraction time from 5–6 minutes to under 𝟔 𝐬𝐞𝐜𝐨𝐧𝐝𝐬 using OCR and Supabase/PostgreSQL. 🔹 Automated document classification, entity extraction, and structured database entry with 𝟗𝟗% accuracy. 𝐇𝐞𝐫𝐞’𝐬 𝐰𝐡𝐚𝐭 𝐰𝐨𝐫𝐤𝐢𝐧𝐠 𝐰𝐢𝐭𝐡 𝐦𝐞 𝐥𝐨𝐨𝐤𝐬 𝐥𝐢𝐤𝐞: ✅ Maintainable code that scales without rewrites ✅ Weekly progress demos and transparent updates ✅ Scoping that aligns features with outcomes, not fluff ✅ 90% on-time and on-budget delivery rate ✅ Feedback-driven process that’s focused on delivering value, not just features 𝐖𝐡𝐚𝐭 𝐦𝐲 𝐜𝐥𝐢𝐞𝐧𝐭𝐬 𝐬𝐚𝐲 𝐚𝐛𝐨𝐮𝐭 𝐦𝐞: ⚡️ “Ahmed understood and implemented all my requirements flawlessly.” ⚡️ “Ahmed delivered what he promised I love working with him.” ⚡️ “He dived right into the project, understood the complexities and delivered over and above!. I'll keep working together for sure.” ⚡️ “One of the best decisions! Delivered everything on time and exactly how I wanted. Starting the next phase soon.” 𝐖𝐞 𝐦𝐢𝐠𝐡𝐭 𝐧𝐨𝐭 𝐛𝐞 𝐚 𝐟𝐢𝐭 𝐢𝐟: ❌ You expect overnight results without input or collaboration ❌ Your product is in the betting/adult industry ❌ You don’t value code quality or product thinking Drop me a message. I'm quick to respond, usually within 30 minutes (unless I’m catching some sleep).