AI Researcher at Heriot Watt University

Conducted advanced AI research in Machine Learning, signal processing & dynamic optimization, analyzing Shannon’s capacity of edge AI protocols for M2M systems. Designed experimental frameworks ensuring reproducibility, and translated models into real-world solutions through research–industry collaboration. Supervised postgraduates & mentored researchers on cutting-edge methodologies. 💡 What I Deliver ✔️ Real-world Edge AI & IoT experiments (ThingSpeak, PubNub, Azure, GCP) 🌍 ✔️ AI-driven optimization with TensorFlow, PyTorch & Scikit-learn ⚡ ✔️ Smart sensing & embedded AI on Contiki OS, CC3200 & TMP006 🔬 ✔️ Performance analysis with MATLAB, Octave, Wireshark, ANOVA, Power BI & A/B Testing 📊 ✔️ Multi-agent & distributed systems for next-gen automation 🤖 ✔️ Advanced network simulation with NS2, Cooja, NCTUns & Eureqa 🛠️ 📈 My Results ✅ Boosted Shannon’s capacity: 50–70% (baseline) → 60–80% (dynamic) → 70–90% (neuroevolutionary AI) → up to 🚀 640% with MIMO (8×8), delivering 6× smarter edge performance 📡 ✅ Real-time sentiment analysis with Node-RED, achieving 91% accuracy in NLP 📈 ✅ Published 6+ peer-reviewed articles, boosting institutional AI citations by 15% 📚 ✅ Led AED 50K funding (Dubai Expo 2020) for AI-enabled surveillance 💰 ✅ Presented at 15+ international conferences, expanding global AI partnerships 🌎 ✅ Winner of 3-Minute Thesis Competition 🏆 🌟 Leadership & Recognition ✔️ Facilitated academia–industry partnerships, securing PhD internships as PGR Rep (2018–2021) 🤝 ✔️ Represented HWU at doctoral committees (RCC, RDC), UKRI Annual Meeting and the Festival of Research & Enterprise 🎤 ✔️ Nominated for the InnoChange Program (sustainable AI solutions) 🌱 ✔️ Led AI outreach events in India & UAE, driving global awareness 🌍 ✔️ Mentored intercampus PhD students at Research Futures workshops, fostering collaboration 🎓

Researcher in Artificial Intelligence at Heriot-Watt University

Pioneered research on Shannon’s capacity of edge AI protocols for M2M systems, advancing global understanding of AI-driven communication. Achieved up to 640% performance gains in edge systems by applying dynamic optimization, neuroevolutionary AI, and MIMO frameworks. Secured funding for AI-enabled surveillance and published 6+ peer-reviewed articles.

ICURe Researcher at University of Warwick

Conducted market validation research under the ICURe program, assessing real-world potential for AI-driven healthcare technologies and identifying a £300M opportunity in healthcare solutions.

Adjunct Professor at Heriot-Watt University

Desgined and delivered graduate-level courses in 3D Graphics, Animation, and Knowledge Management, increasing student enrollment by 35%.

Assistant Professor at MS Engineering College

Taught and mentored over 500 undergraduate students, organizing workshops and contributing to the academic output of the department.