SadmanAlvee

Tech-Stack: C, Python, PyTorch, LLM, Scrapy, NumPy, Pandas, Pyvis, Embedded Development, Arduino, Circuit Design

Developed embedded devices & implemented core AI features on an LLM based system as part of R&D initiatives

• Pioneered “alokShobdo” (PLD & Book), an innovative hardware platform for programming education.
• Authored my debut book, 'alokShobdo', a guide to learning embedded programming and electronics.
• Engineered core modules of an AI-system (classified narrative themes & generated character relationship network). Implemented these parts with transformer models (NER “en_core_web_trf” & “facebook/bart-large-mnl”) & ML-tools.
• Web scraped for collecting datasets. Deployed system on Gradio, ensuring a user-friendly interface.

Tech-Stack: Python, C, OpenCV, Linux, ESP32, Arduino, Segger, FaceNet, Deep Learning, dlib, CNN, EEPROM

Had the privilege of working on diverse tasks involving Machine Learning, Deep Learning, Computer Vision, and Embedded Systems Development at a startup based in Istanbul, Türkiye.

• Developed and tested face detection and recognition systems using pre-trained ML/DL models for prototype applications.
• Optimized image preprocessing and algorithms, reducing execution time and enhancing on performance embedded platform .
• Explored and attempted vectorization techniques to further boost efficiency.
• Designed & implemented embedded software and hardware circuits for Arduino-based prototypes.
• Worked with BLE (Bluetooth Low Energy) firmware for Nordic SoCs, enabling seamless communication with mobile apps.
• Successfully facilitated data transfer using ESP32 BLE modules. Gained foundational knowledge of BLE protocols for Nordic SoCs.

Tech-Stack: C, Embedded Systems, Arduino, IoT, ESP32, Sensor-Modules, Fritzing, Tinkercad

Programmed embedded systems (IoT/Robotics) & software prototyping solutions, & managed sales of components.

• Sold a wide range of electronic and robotics components, including Arduino boards, ESP modules, sensors, shields, motors, ICs.
• Developed software solutions and complete embedded system prototypes, including application-level softwares and circuit design, driving a significant increase in revenue.