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$
USD
I will build and deploy a machine learning model with a web app
Musfira Malik
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About this gig
Looking for a working machine learning model, not just a notebook only you can run? I can help.
I'm an AI/ML developer experienced in building complete ML pipelines from raw data to a deployed, user-facing web app. I don't just train a model; I build something you can actually open in a browser and use.
What I offer:
Data cleaning and preprocessing
Training and evaluating ML models (regression, classification, clustering)
Selecting the best model using proper validation
Deploying it as a web app using FastAPI or Streamlit
Clean, simple interface for real-time predictions
Consistent preprocessing between training and inference
My experience includes energy consumption prediction (FastAPI), recommendation systems (TF-IDF + cosine similarity), NLP sentiment analysis dashboards, and customer segmentation with clustering.
Why work with me: clear communication, clean documented code, realistic timelines, and solutions built to solve your actual problem.
Message me with your dataset or idea, and let's build something you can actually use.
Get to know Musfira Malik
Musfira Malik
AI and ML Developer, Python, NLP and Data Science Specialist
- FromPakistan
- Member sinceAug 2025
- Avg. response time1 hour
Languages
Urdu, English
AI/ML developer with hands-on experience building machine learning models, NLP pipelines, and data-driven web apps in Python. I've built a movie recommendation system (TF-IDF + cosine similarity), a sentiment analysis dashboard, NLP models (NER, topic modeling, DistilBERT), customer segmentation with clustering, and deployed ML models via FastAPI. HCIA-AI certified (Huawei), currently studying Telecommunication Engineering at UET Taxila. Skilled in Python, Scikit-learn, Streamlit, FastAPI, and data visualization. I deliver clean, well-documented solutions focused on real business value.
My Portfolio
FAQ
Q1: Do I need to provide the dataset, or can you find one?
Ans:You can provide your own dataset, or if you don't have one, tell me your goal and I can help identify a suitable public dataset to work with.
Q2: Will I get the source code?
A: Yes, source code is included in the Standard and Premium packages, and available as an add-on with Basic.
Q3: Can you deploy the model to a live, publicly accessible link?
A: Yes, I deploy models as web apps using FastAPI or Streamlit, which can be hosted and shared with a live link.
Q4: What if my dataset is messy or has missing values?
A: That's completely fine — data cleaning and preprocessing is part of my process, including handling missing values, outliers, and feature engineering.
Q5: Do you offer revisions if I want changes after delivery?
A: Yes, each package includes a set number of revisions, and additional revisions can be purchased if needed.
