Muhammad Hasnat Email & Phone Number

Frankfurt/Oder, Brandenburg, Germany

Frankfurt/Oder, Brandenburg, Germany

During my internship at IHP, I worked on transitioning a system to real-time gesture recognition using AI and on-chip signal processing, which reduced processing time by 40% and significantly improved system performance.𝐊𝐞𝐲 𝐂𝐨𝐧𝐭𝐫𝐢𝐛𝐮𝐭𝐢𝐨𝐧𝐬:𝐏𝐫𝐨𝐣𝐞𝐜𝐭 𝐒𝐮𝐜𝐜𝐞𝐬𝐬: Transitioned the system to real-time gesture recognition via on-chip signal processing, reducing overall processing time by 40% and significantly boosting performance.𝐃𝐒𝐏 𝐂𝐨𝐧𝐟𝐢𝐠𝐮𝐫𝐚𝐭𝐢𝐨𝐧: Enhanced real-time gesture recognition by configuring DSP chips on AWR1642 radar, eliminating the need for external capture cards and reducing data processing time by 50%.𝐀𝐥𝐠𝐨𝐫𝐢𝐭𝐡𝐦 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Developed clutter removal and CFAR algorithms, improving detection accuracy by 30%, resulting in more reliable gesture recognition.𝐑𝐞𝐚𝐥-𝐓𝐢𝐦𝐞 𝐃𝐚𝐭𝐚 𝐀𝐜𝐪𝐮𝐢𝐬𝐢𝐭𝐢𝐨𝐧: Captured and processed radar data using a custom TLV parser, enhancing data accuracy by 25%, leading to more precise object detection.𝐆𝐔𝐈 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭: Developed a high-level GUI with threading, improving system interaction and responsiveness by 60%.𝐃𝐞𝐞𝐩 𝐋𝐞𝐚𝐫𝐧𝐢𝐧𝐠 𝐌𝐨𝐝𝐞𝐥𝐬: Trained Conv2D, Conv1D, ResNet1DModel, ResNet2DModel, LSTM, PositionalEncoding, and Transformer models on gesture datasets, increasing prediction reliability by 40% and ensuring consistent real-time gesture recognition.𝐒𝐲𝐬𝐭𝐞𝐦 𝐑𝐨𝐛𝐮𝐬𝐭𝐧𝐞𝐬𝐬: Implemented error-handling mechanisms, reducing system downtime by 35%, ensuring continuous operation in real-time applications.𝐌𝐮𝐥𝐭𝐢-𝐑𝐚𝐝𝐚𝐫 𝐃𝐞𝐦𝐨𝐧𝐬𝐭𝐫𝐚𝐭𝐢𝐨𝐧: Delivered a multi-radar gesture recognition demo for the Berlin 6G conference within one month, showcasing advanced capabilities.

Rawalpindi, Punjab, Pakistan

As a co-founder of Zile Huma The Caring Salon, I have driven both strategic growth and operational excellence. I focused on optimizing customer experience, enhancing operational efficiency, and implementing data-driven initiatives.𝐊𝐞𝐲 𝐂𝐨𝐧𝐭𝐫𝐢𝐛𝐮𝐭𝐢𝐨𝐧𝐬:𝐒𝐭𝐫𝐚𝐭𝐞𝐠𝐢𝐜 𝐆𝐫𝐨𝐰𝐭𝐡 & 𝐋𝐞𝐚𝐝𝐞𝐫𝐬𝐡𝐢𝐩: Played a vital role in expanding the business across multiple locations, driving a 25% increase in revenue. Led the development of new service packages and product offerings that aligned with customer needs and market trends.𝐎𝐩𝐞𝐫𝐚𝐭𝐢𝐨𝐧𝐚𝐥 𝐄𝐱𝐜𝐞𝐥𝐥𝐞𝐧𝐜𝐞: Managed day-to-day operations, including staff training, scheduling, and resource allocation. My efforts led to optimized staffing, a reduction in customer wait times, and a 20% improvement in customer retention over five years.𝐀𝐈-𝐃𝐫𝐢𝐯𝐞𝐧 𝐏𝐞𝐫𝐬𝐨𝐧𝐚𝐥𝐢𝐳𝐚𝐭𝐢𝐨𝐧: Created a custom recommendation system using Scikit-learn that provided personalized product suggestions based on customer history.𝐂𝐮𝐬𝐭𝐨𝐦𝐞𝐫 𝐒𝐞𝐠𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧 & 𝐓𝐚𝐫𝐠𝐞𝐭𝐢𝐧𝐠: Implemented K-Means clustering to segment customers based on visit frequency and service usage, enabling the launch of personalized marketing campaigns. This increased customer retention by 15% through targeted offers and promotions.𝐃𝐞𝐦𝐚𝐧𝐝 𝐅𝐨𝐫𝐞𝐜𝐚𝐬𝐭𝐢𝐧𝐠 & 𝐎𝐩𝐭𝐢𝐦𝐢𝐳𝐚𝐭𝐢𝐨𝐧: Developed a TensorFlow-based Recurrent Neural Network (RNN) model that accurately forecasted demand for salon services, optimizing staffing and inventory management.𝐃𝐚𝐭𝐚-𝐃𝐫𝐢𝐯𝐞𝐧 𝐈𝐧𝐬𝐢𝐠𝐡𝐭𝐬: Utilized Excel, Power BI, and Python’s Pandas library to analyze performance across locations, enabling data-informed decisions that led to enhanced service quality and operational efficiency.𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲 𝐄𝐧𝐠𝐚𝐠𝐞𝐦𝐞𝐧𝐭: Engaged with the local community through wellness and beauty education programs, further strengthening the salon’s reputation as a trusted brand.

Rawalpindi, Punjab, Pakistan

As an Electrical Engineer, I was involved in functional testing, documentation, and pre-compliance testing for smart power inverter systems. My role required a deep understanding of both hardware and firmware, as well as collaboration with multiple teams to ensure the product met international standards and was delivered with high quality.𝐊𝐞𝐲 𝐂𝐨𝐧𝐭𝐫𝐢𝐛𝐮𝐭𝐢𝐨𝐧𝐬:𝐅𝐢𝐫𝐦𝐰𝐚𝐫𝐞 𝐓𝐞𝐬𝐭𝐢𝐧𝐠 𝐚𝐧𝐝 𝐈𝐬𝐬𝐮𝐞 𝐑𝐞𝐬𝐨𝐥𝐮𝐭𝐢𝐨𝐧: Identified and resolved 95% of critical firmware issues by conducting over 150 functional test cases per iteration, resulting in a 20% reduction in product release delays and ensuring smooth operational performance.𝐈𝐦𝐩𝐫𝐨𝐯𝐢𝐧𝐠 𝐐𝐮𝐚𝐥𝐢𝐭𝐲 𝐀𝐬𝐬𝐮𝐫𝐚𝐧𝐜𝐞 𝐚𝐧𝐝 𝐏𝐫𝐨𝐝𝐮𝐜𝐭 𝐑𝐞𝐥𝐢𝐚𝐛𝐢𝐥𝐢𝐭𝐲: I reduced post-launch product defects by 35% by conducting over 100 quality assurance tests, ensuring 100% compliance with international safety standards, and contributing to a more reliable product in the market.𝐒𝐭𝐫𝐞𝐚𝐦𝐥𝐢𝐧𝐢𝐧𝐠 𝐈𝐧𝐬𝐭𝐚𝐥𝐥𝐚𝐭𝐢𝐨𝐧 𝐏𝐫𝐨𝐜𝐞𝐬𝐬𝐞𝐬 𝐚𝐧𝐝 𝐃𝐨𝐜𝐮𝐦𝐞𝐧𝐭𝐚𝐭𝐢𝐨𝐧: I streamlined installation processes by reducing errors 30% through the creation of 20+ user manuals and guides, improving onboarding efficiency across three international teams and achieving a 100% bug resolution rate in collaboration with the development team.𝐄𝐱𝐩𝐞𝐝𝐢𝐭𝐢𝐧𝐠 𝐂𝐨𝐦𝐩𝐥𝐢𝐚𝐧𝐜𝐞 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧: I expedited product certification by 3 months by resolving 98% of compliance issues in pre-compliance testing, leading to successful first-time international certification and faster market entry for smart power inverters.𝐂𝐫𝐨𝐬𝐬-𝐅𝐮𝐧𝐜𝐭𝐢𝐨𝐧𝐚𝐥 𝐂𝐨𝐥𝐥𝐚𝐛𝐨𝐫𝐚𝐭𝐢𝐨𝐧: I improved issue resolution speed by 25% and reduced communication delays by 40% through facilitating weekly cross-functional meetings, resulting in a more aligned and efficient product development process that met safety and quality standards ahead of schedule.

Islāmābād, Pakistan

During my one-month internship as a Grid System Operator at Islamabad Electric Supply Company (IESCO), I gained hands-on experience in the intricacies of electric grid operations and management. My role involved closely monitoring and analyzing grid performance, identifying any irregularities or fluctuations in power distribution, and assisting in coordinating necessary responses to maintain grid stability and reliability. This opportunity allowed me to apply theoretical knowledge to practical situations, enhancing my understanding of electrical engineering principles in the context of real-world energy distribution challenges.𝐊𝐞𝐲 𝐀𝐜𝐡𝐢𝐞𝐯𝐞𝐦𝐞𝐧𝐭𝐬:Assisted in the daily operations of the grid control room, ensuring efficient monitoring of the electrical grid system.Contributed to the implementation of strategies for load balancing, minimizing disruptions in power supply.Participated in emergency response drills, developing skills in swift and effective problem resolution under pressure.Collaborated with a team of experienced engineers and operators, gaining insights into advanced grid management techniques and renewable energy integration.Enhanced my technical and analytical skills through exposure to state-of-the-art grid management software and tools.

Rawalpindi, Punjab, Pakistan

𝐈𝐦𝐩𝐥𝐞𝐦𝐞𝐧𝐭 𝐈𝐧𝐧𝐨𝐯𝐚𝐭𝐢𝐯𝐞 𝐓𝐞𝐚𝐜𝐡𝐢𝐧𝐠 𝐌𝐞𝐭𝐡𝐨𝐝𝐬:Develop and implement creative and interactive teaching methods tailored to the diverse needs of special children.Utilize a variety of sensory, visual, and auditory aids to enhance the learning experience and cater to individual learning styles.Foster an inclusive and supportive classroom environment that encourages active participation and engagement.𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐒𝐤𝐢𝐥𝐥𝐬 𝐃𝐞𝐯𝐞𝐥𝐨𝐩𝐦𝐞𝐧𝐭:Design and implement activities aimed at enhancing communication skills among special children, including verbal and non-verbal communication.Collaborate with speech therapists and other specialists to create personalized communication plans for each child.Provide regular feedback to parents and caregivers on the progress of each child's communication development.𝐂𝐨𝐦𝐩𝐚𝐬𝐬𝐢𝐨𝐧𝐚𝐭𝐞 𝐂𝐚𝐫𝐞 𝐚𝐧𝐝 𝐒𝐮𝐩𝐩𝐨𝐫𝐭:Cultivate a nurturing and empathetic atmosphere by practicing patience, understanding, and kindness in all interactions with special children.Foster positive relationships with students, recognizing and celebrating their achievements and milestones.Collaborate with support staff, therapists, and parents to create a holistic care approach that addresses the unique needs and challenges of each child.

Master'S Degree, Biomedical/Medical Engineering

Bachelor'S Degree, Electrical And Electronics Engineering, 3.78/4 (German 1.2)