Tahmidul Bin Ferdous
Available for CV / ML engineering roles

Tahmidul Bin Ferdous.
Building machines that see, understand, and act.

Computer Vision & Deep Learning engineer in Chattogram, Bangladesh. I build and ship end-to-end vision systems — from dataset curation and annotation to real-time inference — across object detection, generative models, and assistive interfaces.

Chattogram, Bangladesh BSc in CSE, IIUC (2022–2026)

Selected work

Projects

9 shipped
mAP@50 0.82

ID Card Detection

Mar 2025 · Object Detection

Trained YOLOv11 pipeline on custom IIUC dataset with Albumentations augmentation for real-time campus security monitoring.

YOLOv11PyTorchAlbumentationsRoboflow LinkedInOpen
Latency Real-time

Sketch AI

Nov 2024 · Applied CV · HCI

Real-time air canvas system using hand landmark detection to track fingertip motion and draw directly on screen via webcam gestures.

MediaPipeOpenCVPython LinkedIn
Control Hands-free

Face Mouse for Disabled

Aug 2024 · Accessibility · HCI

Facial movement-based mouse control tracking nose coordinates for cursor movement and eye blinks for clicks, enabling hands-free computer interaction.

MediaPipeOpenCVPyAutoGUI LinkedIn
Verification Cosine Sim

Facial Attendance System

May 2024 · Face Recognition

Facial recognition system using SSD detection and FaceNet embeddings with cosine similarity verification, optimized for attendance logging.

SSDFaceNetOpenCVTensorFlow LinkedIn

BanglaPoemGPT

Feb 2024 · LLM · Bengali NLP

10M parameter GPT-1-like autoregressive transformer built from scratch for Bengali poetry generation. Trained on 3M-token corpus with character-level tokenization on Kaggle P100 GPU.

TransformersPyTorchHuggingFaceNLP

Bengali Digits DCGAN

Oct 2023 · Generative · GAN

Deep Convolutional GAN trained from scratch with custom training loop and adversarial dynamics to generate realistic handwritten Bengali digits.

PyTorchDCGANComputer Vision

Hand Tracking Drawing

Jun 2023 · Applied CV · HCI

Real-time hand tracking drawing app with gesture-based controls for drawing, erasing, undo/redo, and color change via webcam.

MediaPipeOpenCVPython

Bus Counting and Tracking

Jun 2023 · Object Detection · Tracking

YOLOv11-based system to detect, count, and track university transit buses in video feeds for automated traffic monitoring.

YOLOv11Computer VisionPython

Packet Counting System

Nov 2024 · Industrial CV · Automation

Deployed computer vision system for real-time packet counting and inventory automation, delivered within a 15-day contract timeline.

YOLOOpenCVPythonComputer Vision

About

Stack & focus

Computer Vision & Deep Learning engineer in Chattogram, Bangladesh. I build and ship end-to-end vision systems — from dataset curation and annotation to real-time inference — across object detection, generative models, and assistive interfaces.

Specializations

Computer Vision · Deep Learning · Fine-Tuning LLMs · NLP · Object Detection · GANs · Diffusion Models · Transformers

Languages

Python · SQL · C++ · JavaScript/TypeScript

Frameworks & Tools

PyTorch · TensorFlow · YOLO · ONNX · Transformers · Ollama · FastAPI · Label Studio · Docker · Git · Linux

Libraries

OpenCV · MediaPipe · NumPy · Pandas · scikit-learn · Albumentations · FaceNet · Matplotlib

Experience

Where I've worked

Jul 2026 — Dec 2026

FlyRank AI

Machine Learning Engineering Intern

Machine Learning Engineering Intern focused on applied computer vision and deep learning systems. Building and shipping production-grade ML pipelines alongside the engineering team.

Nov 2024 — Feb 2025

Outlier AI

AI Data Labeling Specialist & Trainer — Computer Vision

Annotated and evaluated large-scale vision-language model datasets across detection, grounding, and reasoning tasks. Collaborated with teams to refine annotation rubrics and improve dataset quality for RLHF training loops.

2022 — Present

Freelance / Independent

Computer Vision Engineer (Contract)

Delivered custom computer vision solutions including a real-time inventory packet counting system (15-day turnaround), facial verification systems, and gesture-driven interactive interfaces.

Learning

Certifications

Contact

Have a vision problem worth solving?

I'm open to CV / ML engineering roles, research collaborations, and freelance work. Reach out — I reply within a day.