Skip to content
View NavidBinAhmed's full-sized avatar
🏠
Working from home
🏠
Working from home

Block or report NavidBinAhmed

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Content in all repositories owned by your account will be closed.
Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
NavidBinAhmed/README.md

Full-Stack AI Engineer (Applied Data Scientist)

👋 Passionate Full-Stack AI Engineer (Applied Data Scientist) from Bangladesh specializing in Python and JavaScript - Python for AI use cases and FastAPI / Django-based backend development and JavaScript for React.JS-based frontend development that solves a particular problem delivering substantial business values as a cutting-edge product.

👨‍💻 Experiences: Machine Learning Engineering + Full-Stack Software Development Engineering + IoT Research & Development, with 30 projects developed.

python javascript aws opencv pandas pytorch scikit_learn seaborn tensorflow django mysql postgresql

🏆 Ranked by AD Scientific Index among Asia’s top 72% of CS scientists (since 2023) || Named by UPG Geneva as a Global Sustainability Leader for the contnuous commitment towards technology research, innovative development, and collaboration || Winner in the UPG's 2023 global campaign from South Asia Region || Technovation and Beautiful Life Championship - dual awardee at the SDG Open Hack! Bangkok 2022 for ShiatsuOne- AI innovation in healthcare || Featured by 68+ news media and tech organisations worldwide (as of Feb-2026).

👍 Do have a passion for applying my award-winning technical and leadership skills to create value across teams and organizations.

Profile Trophies

Top Languages

 Readme Stats

GitHub Streak

Activity Graph

📫Connect with me:

https://www.linkedin.com/in/navidbinahmed @navidbinahmed https://leetcode.com/u/navidbinahmed/ https://kaggle.com/navidbinahmed/

HitCount since 2025


🤝 Projects : 30, as of Nov-2025

  • Full-Stack AI / Software Development: 8 (Django: 2 , Flask: 2 , FastAPI: 2, Streamlit: 1, Node.JS: 1) ++ ReactJS / 3JS integrated ML and Data Pipeline: 3

  • Artificial Intelligence & Machine Learning: 11 (Machine Learning: 4 , Computer Vision: 3 , NLP: 2 , Agentic AI: 2)

  • Data Pipeline & RP Automation Scripting : 3 (FastAPI: 1)

  • Embedded IoT & Firmware: 6

  • Electronics: 2

  • Future ideas:

    • integrating advanced UI by using ParticleJS, VanilaJS, Extended CSS, and DB pranay
    • Automate the e2e process using Github Action to collect data from live API, retrain model, and complete deployment

Artificial Intelligence & Machine Learning : MLOps

30. Wine quality detector as complete machine learning feature with operations (MLOps) using Python, ML Flow, HTML/CSS, & Render

• ML feature for wine quality detection equipped with observability, monitoring, and operations

• Tools: Python, ML Flow, HTML/CSS, & Render

• Role, Company (Year): Developer, NA (2026)

• Code Repo: GitHub | Live

.

Full-Stack AI: Artificial Intelligence & Machine Learning

29. InsightFlow: Intelligence Agent - Full-Stack Brand & Marketing Growth Assistant & Workflow Orchestration using Python, FastAPI, LangGraph, React.js, SerpAPI, Google Gemini API, & Render

• SerpAPI researches raw news with sources and Google Gemini API produces summarized LLM output with insights to help grow products' and services' outreach

• Tools: Python, FastAPI, LangGraph, SerpAPI, Google Gemini API, and React.js

• Role, Company (Year): Developer, NA (2025)

• Code Repo: GitHub | Live | Backend Link

.

Full-Stack AI

28. Full-Stack Intelligent Business Succession Platform using Python, FastAPI, Machine Learning, and React.js

• Building world's first and Europe's most demanding automated SME succession platform

• Tools: Python, FastAPI, and React.js

• Role, Company (Year): Developer, NA (2025)

• Code Repo: GitHub to be updated

.

Data Pipeline & RP Automation Scripting - Workflow Automation

27. Workflow Automation using Apache Airflow and Python

• Building of DAGs - Directed Acrylic Graphs to automate workflows

• Tools: Python, Apache Airflow

• Role, Company (Year): Developer, FXAI (2025)

• Code Repo: GitHub

.

Data Pipeline & RP Automation Scripting - Data Pipeline Dashboard

26. Full-Stack Data Pipeline and Visualization Dashboard using Python, FastAPI, SQLAlchemy, PostgreSQL/PGAdmin 4, React.js, and Render

• Full-stack data analysis and visualization web application

• Tools: Python, FastAPI, SQLAlchemy, PostgreSQL, and React.js

• Role, Company (Year): Developer, DemoWD (2025)

• Code Repo: GitHub | Live

.

Artificial Intelligence & Machine Learning

25. End-end Breast Cancer Predictor API using Machine Learning and Render

• Predicts either malignant (1) or benign (0) based on user input on specific parameters

• Tools: Python, ParticleJS, ThreeJS, Machine Learning, Render

• Role, Company (Year): Developer - Dual, NA (2025)

• Details Demo: GitHub | Live

.

Artificial Intelligence & Machine Learning

24. Agentic AI using Groq, OpenAI, and Phidata API

• Two AI agents assess financial status and latest news to combinely recommend the best stock to buy.

• Tools: Python, Groq, OpenAI, Phidata, YFinance

• Role, Company (Year): Developer - solo, NA (2024)

• Details Demo: GitHub

.

Artificial Intelligence & Machine Learning

23. Real Estate Valuation Engine | Python, Scikit-learn, Linear Regression, Flask and Render

• Predicts house price based on users’ input

• Tools: Python, Linear Regression, Sklearn, Flask, RESTful API, Render

• Role, Company (Year): Developer - solo, NA (2024)

• Details Demo: GitHub | Live

.

Software Development

22. Flight path tracker microservice API using Node.js (Express.js)

• Tracks and determines a passenger's flight path from unordered pair(s) of flight records

• Tools: Node.js (Express.js), Json, HTML, RESTful API, Postman

• Role, Company (Year): Developer - solo, VolumeFI USA (2024)

• Details Demo: Restricted GitHub

.

Software Development

21. End-end 'Inspekt EaM' service webapp using Flask and Render

• 'Engineering as Marketing' webapp to help boost company's marketing reach & partner growth

• Tools: Python, Flask, HTML, CSS, JavaScript, Render

• Role, Company (Year): Developer - in team, InspektAI LLC Ltd. USA (2023)

• Details Demo: GitHub

.

Software Development

20. Data visualization webapp using Streamlit

• Analyzes historical data based on users' input for decision making

• Tools: Python, Streamlit, HTML, CSS

• Role, Company (Year): Developer - in team, InspektAI LLC Ltd. USA (2023)

• Code Repo: GitHub

.

Software Development

19. End-end full-stack SaaS webapp (dashboard) for building flaws detection using Django, PostgresSQL, and AWS

• In-house system to provide scalable AI services to global clients

• Tools: Python, Django, PostgresSQL, AWS

• Role, Company (Year): Associate Developer- in team, InspektAI LLC Ltd., USA (2023)

• Code Repo: Restriced v1 GitHub and v2 GitHub, production Live

.

Data Pipeline & RP Automation Scripting - Python Scripting for AWS

18. AWS S3 Image Processing Pipeline using Python, Boto3, and PIL

• Scripts to rename, resize and compress images

• Tools: Python, Boto3, PIL, AWS S3

• Role, Company (Year): Associate Developer- in team, InspektAI LLC Ltd., USA (2023)

• Code Repo: Restriced GitHub

.

Artificial Intelligence & Machine Learning

17. Churn predictor for FinTech

• Detection and classification of churn for bank employees

• Tools: CNN, TensorFlow, Keras, Numpy, Pandas, Matplotlib, Python

• Role, Company (Year): Developer - solo, NA (2023)

• Code Repo: GitHub

.

Artificial Intelligence & Machine Learning (Computer Vision)

16. Image classifier full-stack AI app

• Recognizes objects in visual images with 62% accuracy

• Tools: ResNet50, HTML, CSS, JS, Python, Flask, GitHub, Docker

• Role, Company (Year): Developer - solo, SELICE Digital Bangladesh (2022)

• Code Repo: GitHub

.

Artificial Intelligence & Machine Learning

15. Credit card default prediction system

• Predicts if a credic card holder is defaulter

• Tools: Numpy, Pandas, Matplotlib, Scikit-Learn, Python

• Role, Company (Year): Developer - solo, iNeuronAI (2022-23)

• Code Repo: Link is yet to be updated

.

Artificial Intelligence & Machine Learning (Computer Vision)

14. Gesture recognizer from real-time video feed

• Recognizes gestures from live video feeds with ~95% accuracy

• Have roughly around 25 applications in global industries

• Tools: CNN, SSD Mobile Net v2, Deep Learning, Python

• Role, Company (Year): Developer - solo, NA (2023)

• Demo: Code will be updated, Demo Link

.

Software Development

13. Work Through Eyeblink: a web tool

• A software tool that uses human eye's movement and blinks to control mouse pointers

• Tools: Python, MediaPipe, Camera

• Role, Client: Developer - solo, NA

• Code Repo: GitHub

.

Artificial Intelligence & Machine Learning (NLP)

12. Text language recognizer and reader from images

• To recognize and extract texts from images in various languages (implemented for English)

• Tools: EasyOCR, Python, RCNN

• Role, Company (Year): Developer - solo, NA (2022)

• Code Repo: Link is yet to be updated

.

Full-Stack AI Software & IoT Development

11. ShiatsuOne: AI remote disease detector using Django, React, IoT and Machine Learning (in progress)

• Novel tech designed to serve over 100k people per day

• Featured in 50+ media outlets worldwide as of Dec-2024, Technovation Prize and Beautiful Life Championship - dual awardee at SOH, Bangkok 2022

• Tools: Python, Django, Machine Learning, HTML, CSS, JS, SQLite/ PostgresSQL, IoT

• Role, Company (Year): Lead Developer & innovator - in team, NA (2022-)

• Details Demo: To be updated

.

Artificial Intelligence & Machine Learning (NLP)

10. PyThaiNLP-based sentiment analysis system from news content

• Detection and classification of human sentiment from a large pool of Thai news articles for food delivery application

• Tools: Python, PyThaiNLP

• Role, Company (Year): Developer - solo, AIGen Thai (2022)

• Code Repo: GitHub

.

Electronics Assembly & Simulation

9. Drone Development - R&D

• Research and assemble of drone components for commercial implementation

• Tools: eCalc

• Role, Client (Year): Hardware Engineer - in team, Superhighway Technology Thailand (2022)

• Details Demo: Restricted

.

Embedded IoT, Firmware, & Artificial Intelligence (Computer Vision- Audio)

8. 'SSV2' AIoT sound-first predictive maintenance system

• Development of a remote predictive maintenance system in 3 weeks with 100% accuracy

• Tools: Embedded IoT, Python, AI, Computer Vision, Linux, AWS S3

• Role, Company (Year): Lead Developer - in team, GroundUP AI Pte Ltd. Singapore (2021)

• Code Repo & Details Demo: Code is restricted here, Can be read from the News Link

.

Software & IoT Development

7. ‘AirOne Guardian’ IoT-based mobile-web app using Node.JS, Flatter and MongoDB

• Development of a full-stack IoT device incorportated with software and mobile app to monitor air quality and Covid-19 affected areas across the US

• Tools: Node.JS, Flutter, MongoDB, IoT

• Role, Company (Year): Technical Research Associate - in team, ReliSource US Inc Bangladesh (2021-22)

• Code Repo: Restricted

.

Electronics

6. 'Electro Health' PEMF pain-healing machine

• Development of a wellness device to ease mussle and bone pains

• Tools: Electronics

• Role, Company (Year): Research Fellow - in team, DU-BiBEAT Ltd. Bangladesh (2019)

• Details Demo: Link

.

Embedded IoT & Firmware

5. Remote heartbeat rate and ambient temperature and humidity monitor using HC05 Bluetooth module

• Development of remote monitoring system for heart-beat rate and ambient environmental parameters

• The research began 3-4 months before the term 'covid' was known globally!

• Tools: C/C++ Firmware, Embedded IoT

• Role, Company (Year): Research Fellow - in team, DU-BiBEAT Ltd. Bangladesh (2019)

• Code Repo: GitHub

.

Embedded IoT & Firmware

4. Pulse and %SpO2 - Covid & Pneumonia symptoms detector

• Development of monitoring system of heart-beat rate and oxygen saturation to early detect covid-19 or Pneumonia

• The research began 9 months before the term 'covid' was known globally!

• Tools: C/C++ Firmware, Embedded IoT

• Role, Company (Year): Research Fellow - in team, DU-BiBEAT Ltd. Bangladesh (2019)

• Code Repo: GitHub

.

Embedded IoT & Firmware

3. Low-cost health monitor

• Development of an inexpensive heart-beat rate monitoring system using the raw materials available in Bangladesh

• Tools: C/C++ Firmware, Embedded IoT

• Role, Company (Year): Developer (Graduate RA) - solo, IUB Bangladesh (2018)

• Code Repo: GitHub

.

Embedded IoT & Firmware

2. Flammable gas detector & alarm using MQ sensor

• Development of a flammable gas leakage monitoring system for industrial and household applications

• Tools: C/C++ Firmware, Embedded IoT

• Role, Company (Year): Developer (Undergraduate Research Engineer) - solo, Bangladesh Atomic Energy Commission (2017)

• Code Repo: GitHub

.

Embedded IoT & Firmware

1. Remote monitoring robot using Pololu QTR RC sensor array, 433 MHz RF Modules and DHT11 Sensor

• Development of a remote ambient temperature and humidity monitoring robot for nuclear applications

• Tools: C/C++ Firmware, Embedded IoT

• Role, Company (Year): Developer (Undergraduate Research Engineer) - solo, Bangladesh Atomic Energy Commission (2016-17)

• Code Repo: GitHub

Pinned Loading

  1. Webapp_Deep_Learning_Image_Classifier Webapp_Deep_Learning_Image_Classifier Public

    Jupyter Notebook 3

  2. ANN-Based-Churn-Classifier ANN-Based-Churn-Classifier Public

    The repository contains an Artificial Neural Network (ANN)-based Deep Learning model for predicting the churn classifier of a Financial Institution, i.e. Bank.

    Jupyter Notebook 1

  3. webapp_boston-house-pricing webapp_boston-house-pricing Public

    Jupyter Notebook 1