Fierda K A
System Integrator Specialized in Python
Semarang, Indonesia
Summary
Skilled Electrical Engineer with a master’s degree, specializing in system integration across multiple domains. Expertise in:
1. Networking: Proficient in data center and broadband architecture, MPLS, BGP, OSPF, and IoT solutions.
2. Cybersecurity: Experienced in cloud, network, and web application security, penetration testing, pfSense, Snort, and Web Application Firewalls (WAF).
3. AI/ML: Knowledgeable in computer vision and machine learning frameworks including OpenCV, YOLO, Scikit-learn, PyTorch, TensorFlow, Keras, PaddleOCR, and Ollama LLM.
4. Data Science: Familiar with data processing and visualization tools such as Kafka, EDA, NumPy, Pandas, Power BI, Streamlit, Excel, and Hadoop, Statsmodels, NetworkX.
5. Cloud Computing: Proficient with ELK stack, AWS, Alibaba Cloud, GCP, Prometheus, Grafana, and logging tools like Promtail and Loki.
6. DevOps: Skilled in programming with Go and Python, and experienced with Jenkins, Docker, Git, Django, FastAPI, and both SQL & NoSQL databases.
Languages:
English, Indonesian, Javanese
Favorite Python Packages:
Pandas, Numpy, Statsmodel, PaddleOCR, Django, FastAPI, SQLAlchemy, Scikit-learn, NMAP
Experience
- Designed Industrial Grade QR reader IoT system and IoT data mapping solutions for improved industrial data processing
- Developed and executed Proof of Concept (PoC) for Cybersecurity Services, enhancing system security and data protection measures. (Splunk-like Software)
- Led PoC for Python FastAPI & Swagger UI implementation to migrate monolithic applications to microservice architecture
- Integrated Illama3 AI LLM with chatbot functionality for WhatsApp Meta Dev and Telegram platforms. (Python)
- Designed and implemented Inter-VLAN Routing solutions, optimizing network performance and security. (Proxmox, pfSense, Cisco, & Mikrotik)
- Developed backend systems using Python (FastAPI, Django) & JavaScript (ExpressJS), focusing on creating efficient and scalable API endpoints
- Spearheaded system integration efforts and provided comprehensive IT support using Python and Express.js
- Utilized BPMN 2.0 for detailed system design and process modeling, improving operational workflows
- Designed Industrial IoT systems for remote implementation in challenging environments such as forest and mining sites (Python, JavaScript, C++)
- Developed and implemented an Industrial Grade OCR (Optical Character Recognition) system, automating data extraction processes. Using PyTorch, TensorFlow, YOLOv5, and PaddleOCR
- Analyzed system performance using gNMI, SNMP, sFlow, Syslog protocols
- Developed monitoring dashboards with Prometheus, Telegraf, Grafana, Loki, Promtail, and InfluxDB
- Simulate Data Center Networking protocols, including BGP, EVPN, VXLAN, VLAN, and OSPF, in a virtualization and container environment
- Conducted vulnerability analysis and ethical hacking exercises with Kali, Metasploit, Scripting, Nessus, Wireshark, Nmap
- Performed digital forensics using Autopsy tools for security investigations & digital forensic
- Created a data engineering project to forecast economic and market growth, focusing on Indonesia’s coffee industry. Leveraged Python and data science techniques for predictive analysis.
- Conducted big data analysis on retail historical data and branch operations using Python and Power BI, with Microsoft SSIS and SSAS OLAP for multidimensional analysis. Generated actionable insights to optimize business performance.
- Developed an infographic website using Python and Streamlit, showcasing Indonesia's commodity trade data and economic trends.
- Built a face-based attendance system using facial recognition technology, increasing accuracy and efficiency in attendance tracking.
Skills
Amazon Web Services (AWS), Ansible, Apache, Artificial Intelligence (AI), Backend Development, Big Data, Data Science, DevOps, Django, Django REST Framework, Docker, Elasticsearch, FastAPI, Git, Google Cloud Platform (GCP), Hadoop, Jenkins, Kafka, Linux, Machine Learning, NumPy, Pandas, PostgreSQL, SQLAlchemy, TensorFlow, Terraform, Virtualenv, Visualization, Web Scraping