Muhammad Hani

Academic

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Muhammad Hani
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+923005173179, mhani18403@gmail.com
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Linkedln: http_s:[Lwww.linkedin.com[inLmuhammad-hani-b5512a23aL
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Education
Bachelor of Science {Computer Science)
Major:
!Deep Learning, Distributed Systems, Big Data
Saint Mary's Academy
A-Levels {Physics, Chemistry, Mathematics)
Saint Mary's Academy
0-Levels {Physics, Chemistry, Computer Science, Mathematics)
Projects
Final Proiect: Kernel Event Tracing and Al-Driven Anomaly Detection in Kubernetes Cluster
To create a in-time, Al-driven security system for detecting and mitigating network anomalies within Kubernetes
environments. Also mitigating container levels attacks using tetragon and cilium's tracing policies.
A dashboard for Smart City that is data driven & continually sensed, and lets authorities monitor and manage the
accidents in real-time, fix road maintenance issues and monitor citizens subjected to rash driving.
Semester Proiects:
Distributed Key Value Storage {Golang):
Developed a distributed key-value store system in Go, utilizing gRPC for communication between nodes.
Implemented consistent hashing to ensure even distribution of keys across multiple nodes, achieving
horizontal scalability. The system supports CRUD operations (PUT, GET, DELETE) with node-
o-node forwarding for load balancing and fault tolerance. https://github.com/muhammadhani18/Distributed-Key-
Value-Store
Future Frame Prediction {Python):
Future frame prediction on ucf101 action dataset through transformers and Convolution LSTM. Predicted
5 future frames with ssim score of 0.747 for transformers and ssim score of 0.685 for CLSTM
Langchain Chatbot in React:
Developed an Admission Chatbot in Langchain and created it's API
Work Experience
Research Assistant - PCN Lab
Mar 2023 - Jan 2024
Implemented real-time processing of geospatial data using Apache Spark and Apache
Kafka, achieving a 50% reduction in processing time. Designed and developed a frontend
live interactions with the News RAG Model. Utilized knowledge graphs to extract and
categorize news topics. Developed Github Action Cl/CD pipelines and deployed to Azure
Skills & Tools
Professional Skills
Leadership, Interpersonal Skills, Communication.
Technical Skills
React, Express JS, Python, SQL, MongoDB, Docker, Kubernetes, Golang,
Apache Kafka, Apache Spark, Github Actions, AWS, DVC, MLFlow
Achievements
Finalists of ICPC Regional Finals 2024.
Guest Speaker at GIKI for "Kernel Tracing using EBPF"
Trainings/ Certification
Attended a 5 days workshop on Red Team Hacking.
Worked as TA on Programming Fundamentals and Discrete Structures.
Participated in Ignite Hackathon.
Activities
EC Head in FAST Society of Arts
Interests
Playing games, Reading financial books, Cyber Security
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