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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.

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📫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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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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

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