Muhammad Hamza Zafar

Backend Engineer | Quarkus | Java | Microservices | Building Scalable Systems | Open to Remote Opportunities 🌍 | AI & Systems Enthusiast 🤖

[Muhammad Hamza Zafar @MHZ019]

https://t.co/nxYkRE5jRZ
https://t.co/LCqxDq3wk0 0.0.13

Commands for Github Action-Docker Image Push to AWS ECR and Deployment to EC2

#MLOPS
#Python
#CICD

[Muhammad Hamza Zafar @MHZ019]

My Pakistani Legal AI was citing wrong articles. Fixed it by changing one parameter — k=3 → k=5 Now retrieving more context = more accurate answers! 🇵🇰 #Python #LangChain #AI #StreamLit

https://t.co/tjHllOOiyI
0.0.1

[Muhammad Hamza Zafar @MHZ019]

My Pakistani Legal AI just answered its first question accurately from the constitution! 🇵🇰Built with Ollama + Llama3 + LangChain — runs 100% locally, zero cost, complete privacy.

[Muhammad Hamza Zafar @MHZ019]

Building a Legal AI Assistant using Ollama + LangChain + Llama3. Runs 100% locally — no internet, complete privacy. Goal: Answer law questions #Python #LangChain #AI

[Muhammad Hamza Zafar @MHZ019]

Started learning LangChain today. Took a 3 year old tutorial, updated all the broken libraries, fixed dependency errors, and got it working with free Groq instead of OpenAI.
Small win. But moving forward.
#Python #LangChain #AI #BuildingInPublic
https://t.co/9qyVaUI494
0.0.1

[Muhammad Hamza Zafar @MHZ019]

lauched my first gig on fiver

https://t.co/h6MrDXOeRw

#Fiver
#freelance
#100daysofcode

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 12

https://t.co/LCqxDq3wk0 0.0.12

https://t.co/00ikVEK8j9

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 11 Batch Prediction

https://t.co/LCqxDq3wk0 0.0.11

https://t.co/ahIe8zSEL1

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #Git #Logger #Logging #ModelTracker #DagsHub #BatchPrediction
#Prediction

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 10 Training Pipeline

https://t.co/LCqxDq3wk0
0.0.10

https://t.co/73CeZMCvO4

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #Git #Logger #Logging #ModelTracker #DagsHub #Training
#TrainingPipeline

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 8 DagsHub

https://t.co/LCqxDq3wk0 0.0.9

https://t.co/uon2BQyXOu

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #Git #Logger #Logging #ModelTracker #DagsHub

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 8 Model Tracking

https://t.co/LCqxDq3wk0 0.0.8

https://t.co/f4kqfCBzVC

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #Git #Logger #Logging #ModelTracker

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 7
Model Trainer

https://t.co/LCqxDq3wk0
0.0.7

https://t.co/mGE3JMNuyd

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #Git #Logger #Logging #ModelTrainer

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 6 Data Transformation
KNNImputter

https://t.co/zhObVVTdXF

https://t.co/LCqxDq3wk0
0.0.6

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #Git #Logger #Logging #DataPreprocessing
#KNNImputter

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 5 Data Validation
Validation for number of columns and Data Drift(ks_2samp from scipy.stats)

https://t.co/LCqxDq3wk0 0.0.5

https://t.co/xs0AG76tkj

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #Git #Logger #Logging #DataValidation

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 4
Data Ingestion

https://t.co/Jrb0VT6SxI

https://t.co/LCqxDq3wk0
0.0.4

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #developers #Git #github #setup #ExceptionHandler #Logger #Logging #DataIngestion

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 3
Data Insertion in MongoDb

https://t.co/gpaSWnVSHS

https://t.co/LCqxDq3wk0
0.0.3

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #developers #Git #github #setup #ExceptionHandler #Logger #Logging
#SslCertificates

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project Part 2
logger, exception handler and connection to mongodb Atlas

https://t.co/egd3b0YSMq
https://t.co/LCqxDq3wk0
0.0.2

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #developers #Git #github #setup
#ExceptionHandler
#Logger #Logging

[Muhammad Hamza Zafar @MHZ019]

End-To-End MLOPs Project
Part 1
Basic Configuration and Setup
https://t.co/Y55COxRR9z
https://t.co/LCqxDq3wk0
0.0.1

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #developers #Git #github #setup

[Muhammad Hamza Zafar @MHZ019]

Flask basic UI for Training and Testing Pipeline https://t.co/OmbJ2zVrEc

https://t.co/JTw2GYEDsG 0.0.9

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #developers #Git #github #PipeLine #DagsHub #Flask

[Muhammad Hamza Zafar @MHZ019]

Model Evaluation
Model Evaluation
DagsHub

https://t.co/bcisyu0HfN

https://t.co/JTw2GYEDsG
0.0.8

#100DaysOfCodeChallenge #Python #100DaysOfCode #MLOps #developers #Git #github #PipeLine
#DagsHub