💻 Software Engineer | AI & NLP Enthusiast | Backend & Observability Engineer
Passionate about building scalable backend systems, AI-powered applications, and data-driven solutions. Experienced in production support, operational analytics, monitoring systems, and automation across large-scale distributed environments.
- 🔭 Currently working on LLM-based Log Intelligence Systems
- 🌱 Exploring Generative AI, RAG, LLM Evaluation, and Advanced NLP
- 💡 Interested in Backend Engineering, Observability, SRE, and AI Systems
- 📊 Experienced in SQL Analytics, Dashboarding, Monitoring & Automation
- ⚙️ Skilled in building scalable backend services using FastAPI & Python
- 🤝 Open to collaborating on AI/ML, Backend, and Open Source Projects
Worked on large-scale distributed production environments focusing on:
- Linux-based monitoring & operational analytics
- Grafana & Splunk dashboard development
- SQL analysis & backend automation
- Incident management & root-cause analysis
- Jenkins CI/CD pipelines & deployment automation
- Python & Shell scripting for operational workflows
- Optimized SQL queries for backend systems
- Automated workflows using ServiceNow APIs
- Supported middleware & Linux production environments
- Built an AI-powered log analysis platform using Python, FastAPI, NLP & Embeddings
- Implemented similarity search, anomaly detection, and automated incident classification
- Designed scalable backend APIs for real-time log processing
- Developed resume ranking system using TF-IDF, cosine similarity & NLP
- Built Streamlit dashboards for candidate evaluation & analytics
- Used SQL-based processing for candidate-role matching
Python | SQL | C++ | Shell Scripting
Grafana | Splunk | Dashboarding | Query Optimization | Data Analysis
FastAPI | REST APIs | Jenkins | CI/CD | Docker | Kubernetes
MySQL | DB2 | IBM MQ
Linux | ServiceNow | GitHub Actions | Incident Management
🎓 M.Tech in Computer Science Jawaharlal Nehru Technological University Hyderabad
🎓 B.E in Computer Science Vasavi College of Engineering
- 💼 LinkedIn: Sadia Firdous
- 📧 Email: [email protected]