Mujahid Niaz@mujahid_niaz348
1
Events attended
1
Submissions made
Germany
1 year of experience
About me
I am a results-driven, customer-focused, articulate and analytical Big Data Engineer & Professional Services Consultant who can think “out of the box”. Strong in design and integration problem solving skills. Working in Big Data Hadoop, Spark, Hive,Teradata, Redshift, Kinesis, EMR, S3,EC2, RDS. Strong experience in open soruce technologies Apache Flink, Apache Airflow, Apache Kafka, Redis, Elasticsearch, Mysql, MongoDB, Docker. Development experience in Java, Python, Scala and C# with data processing, analysis and design. Skilled in developing business plans, requirements specifications, user documentation, and architectural systems. Strong written and verbal communications. Interested in Big Data Challenges .
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Kosovo Municipal Complaints Processing
Welcome to a new realm of possibilities in urban planning. In Kosovo's urban landscape, public feedback often highlights issues in need of immediate attention, from infrastructure to sanitation. Our project tackles this by using a comprehensive AI-powered approach: we’ve scraped and cleaned public complaint data from FixMyStreet, translated the text, and developed a classifier that categorizes complaints into ten key severity levels. Leveraging an LLM agent, we generate detailed image descriptions for visual context and assessed each complaint’s severity. The tool is presented in an intuitive Streamlit app, offering two key features: a dashboard with complaint trends by municipality, catagory and time, using python visuals, and a Q&A tab for interactive exploration. This project provides Kosovo’s urban planners with actionable insights and prioritization to address pressing urban issues more effectively.
11 Nov 2024
