~/muhammad-haddad $

about.log

>šŸ‘‹ Hi, Iā€™m Haddad, a Fullstack AI Engineer passionate about building intelligent solutions. I specialize in NLP, Computer Vision, and Multimodal AI with experience developing AI-powered chatbots and large-scale document intelligence systems.

> Computer science Graduate from Universitas Indonesia, Undergrad Thesis: "Knowledge Graphs Construction on Indonesian Legal Documents using Large Language Model (CodeGemma, Code Llama, and Phi-3)."

> My mission: Pushing boundaries of AI and crafting efficient, intelligent systems from the ground up.

$ ls Experiences/

experience.log

Fullstack AI Enginner @ AssistX Enterprise

Semptember 2024 - Present

  • Design, develop, and deploy advanced AI models for natural language processing (NLP), computer vision, and multimodal tasks. Developing AI Chat Bot for multimodal document intelligence using RAG.
  • Develop document classifier and extraction solution for to handle document digitalization for 4mio docs. Develop and design end-to-end deep document intelligence using LLMs

Software Developer @ Fisclouds Innovations

Feb 2022 - June 2023

  • Conducted JUnit Testing to 8 Spring Boot microservices module from Adira Finance ensuring above 80% code coverage.
  • Developed a Spring Boot service application to integrate communication across six different microservice apps on Adira Finance's existing products. This service was built to parse and encapsulate responses, then map it from one microservice to another internal microservice destination using Restful API Conducted performance analysis of the code (Network bottleneck , Concurrent user, Server load, slow database query) and created a report based on the analysis, and refactored the code using design pattern best practices

Teaching Assistant: Network Communications @ Universitat Indonesia

Aug 2023 - Des 2024

  • Conducted material review sessions on Network and data Communication: explaining TCP/IP layer model, replicate network infrastructure using cisco packet tracer
  • Prepared web-server http1 and http2, containerized using KANIKO ci/cd for student labs. Create a lab experiment on applied networking security for implementing TLS termination and requesting certificate to CA using Automatic Certificate Management Environment (ACME), also implementing OpSec using GCP firewall

Teaching Assistant: Foundation Programming 2 @ Universitas Indonesia

Aug 2021 - Jan 2022

  • Conducted tutoring program for a group of sophomores twice a week to practice coding in JAVA including: OOP, Junit Testing(TDD), IO, Exception, Generics, JavaFX) and revise materials. Conducted demo sessions, proofread and graded coding assignments and weekly exercises written in JAVA language

$ ls Organisations/

gigih.log

Class Facilitator @ GENERASI GIGIH 3.0 by GOTO Impact

  • Delivering learning materials modules: NodeJS (Concurrency, Asynchronous program), ReactJS(Hooks, Form, Lifting State), Deployment(Github Actions, Nginx, VM)
bangkit.log

Bangkit Academy led by Google, Tokopedia, Gojek, & Traveloka

  • Apprenticeship Student, Distinguished graduate of the Bangkit Cloud Computing Path, 2023 cohort. Achieved a GCP certification as a Certified Associate Cloud Engineer.
compfest.log

Senior Staff Data Science Academy @ COMPFEST 14

  • Largest Annual IT event organized by students of the University of Indonesia's Faculty of Computer Science. Conducted DS academy material for selected participants from universities across indonesia. Prepared data set to be trained by the participants.

$ ls Projects/

LLM Knowledge Graph Chatbot

Enhance LLM Chatbot with graph visualizing the topic of conversation in the chat, tech-stack: NextJS, FastAPI, SigmaJS, spaCy

Low Cost Wi-Fi-Based Indoor Positioning System with K-Nearest Neighbor Algorithm

Cost-efficient Indoor Positioning System (IPS) leveraging Wi-Fi infrastructure and a K-Nearest Neighbor (KNN) algorithm. The system operates entirely on Android devices, utilizing Wi-Fi fingerprinting for data collection and location tracking without requiring additional infrastructure installation. The result is a practical and low-cost solution achieving 56.3% accuracy in location determination.

Adira Proxy Microservices

Efficiently route data based on provided code. With standardized input, process, and output stages, this service seamlessly handles data from various sources across 6 different existing Adira's services accessed by thousands user by providing a unified endpoint. Proxy microservice simplifies the business decision-making process for different branches, allowing them to focus on product value development. This project showcases my ability to create a scalable and efficient microservice architecture that streamlines data routing and enhances overall system performance.

Vessel Maintenance

Designed to revolutionize the process of vessel maintenance by providing a centralized service that offers budget forecasting and predictive maintenance capabilities.

$ echo $TECH_STACK

  • TensorFlow
  • PyTorch
  • React
  • Flask
  • FastAPI
  • Django
  • GCP
  • AWS
  • Docker
  • Terraform
  • Java Springboot