Thahmidul Islam Nafi

Welcome to My Profile

Hello! I'm Thahmidul Islam Nafi, an ASIC Physical Design Engineer at PrimeSilicon Technology (BD) Ltd. specializing in ASIC Physical Design and Optimization.
Besides ASIC Design, I also have experience working with Deep Learning, Transformer Architecture, Wireless Sensor Networks, and Web Development.

My Domains of interest are VLSI, Electronics, Deep Learning, Computer Vision and Embedded Systems.

In my B.Sc. thesis, I have worked in improving the Network Lifetime of a Wireless Sensor Network Using K-Means based Dual Cluster Head Routing Protocol.

Skills

General Programming & Machine Learning

  • Python
  • C++
  • ARM Assembly
  • TensorFlow
  • PyTorch
  • OpenCV
  • Pytesseract
  • YOLOV3
  • SSD (Single Shot Multibox Detector)
  • Plotly
  • Matplotlib
  • Pandas

Electronics & ASIC Physical Design

  • Cadence,Synopsys PnR and SignOff Tools
  • Cadence Virtuoso
  • Openlane2
  • OpenRAM
  • Quartus
  • Proteus
  • SPICE
  • MATLAB
  • Verilog, SystemVerilog
  • Tcl, Perl
  • Bash, AWK, Unix

Web Development

  • HTML/CSS
  • JavaScript
  • React
  • Node.js
  • MongoDB
  • SQL

Projects

Electronics and Physical Design

ASAP7-flow-OpenROAD

Custom g++ runner in bash

RTL implementation of Concurrent FIFO with async read-write

RTL implementation of CAN Bus

RTL implementation of SPI

Arduino Implementation of a Pacemaker

Machine Learning

Vision Transformer based Wafer Map Defect Detection

A Script Used During VIP Cup 2020 to add rain, distortion and blur

Digit Recognition OCR

Homography Computation and Perspective Warping

Web Development

ReactSweeper - A minesweeper React Clone with Context API


Research

Publications

Undergraduate Thesis

  • K-DDCH: K-Means Clustering Based Dynamic Dual Cluster Head Routing Protocol For Wireless Sensor Networks.

  • • Used K-Means Clustering to Create a Dual Cluster Head based Hierarchy

  • • Optimised the network lifetime and packets sent to Base Station

Teaching

Headblocks

  • Python and Machine Learning Trainer

  • Trained a batch of 100 students in intermediate Python and fundamentals of Machine Learning.

Primesilicon Technology BD Limited

  • ASIC Trainer

  • Trained a batch of Intern ASIC Engineers on ASIC Design Principles, Physical Design flow, Unix Tools, Open Source PnR tools like Openlane2 and OpenRAM.

Contact

GitHub LinkedIn Email