プロフィール詳細

プロジェクトを作成

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Abdullah I.に依頼

Pakistan

Machine Learning & Data Analytics Developer | Python, SQL | Shipping AI from Data to Production

プロフィール概要

Early-career Machine Learning Engineer & Data Analyst — building production-ready AI systems, from raw data and analysis to reliable APIs and integrated web apps. 𝐃𝐞𝐦𝐨 & 𝐜𝐨𝐝𝐞: • https://theramind.site/ • https://github.com/poetabdullah/ I build ML applications end-to-end, from data engineering and analysis to training, serving, and deployment. My focus: production constraints (latency, model size, monitoring) and solutions that create real value for users and teams. 𝐓𝐞𝐜𝐡 & 𝐭𝐨𝐨𝐥𝐬: Python (Pandas, NumPy, Scikit-Learn, TensorFlow/Keras), NLP (BERT, NLTK, embeddings), Computer Vision (CNNs, ensembles, transfer learning), SQL (Procedures, CTEs, window/aggregate functions), React, Django REST, Firestore NoSQL, Docker, AWS EC2, GCP, Vercel, Tableau, Git. 🔹 𝐊𝐞𝐲 𝐩𝐫𝐨𝐣𝐞𝐜𝐭𝐬: • 𝘛𝘩𝘦𝘳𝘢𝘔𝘪𝘯𝘥 — Full-stack mental-health platform: React/Django + Firestore app (auth, diagnosis, appointment, treatment, educational resources, AI support). SBERT + 1D-CNN binary-classifies educational text as mental-health–related or not (97% validation, 3.8k samples). Gemini fine-tune answers mental-health questions empathetically and refuses non-MH queries (85.9% on 3.1k held-out). Deployed on Vercel (FE) + AWS EC2 (models+BE) with NGINX & Cloudflare. Endorsed by 5 clinical psychologists. • 𝘞𝘪𝘭𝘥𝘧𝘪𝘳𝘦 𝘋𝘦𝘵𝘦𝘤𝘵𝘪𝘰𝘯 𝘚𝘺𝘴𝘵𝘦𝘮 — Multi-model ML pipeline: Combined unsupervised learning, transfer learning, and CV classifiers with weather features for detection, severity estimation, and recommendations. ~90% detection accuracy on a 3.1k-image test set. Deployed on Hugging Face Spaces. • 𝘗𝘢𝘱𝘦𝘳-𝘋𝘦𝘧𝘦𝘤𝘵 𝘊𝘝 𝘗𝘪𝘱𝘦𝘭𝘪𝘯𝘦 — Manufacturing QA: Built a Voting Classifier (SVM, Logistic Regression, Naive Bayes) with engineered CV features (HOG, Gabor, wavelets, Canny), improving defect detection on 1.5k+ images and achieving 81% accuracy. 𝐖𝐡𝐚𝐭 𝐈 𝐛𝐫𝐢𝐧𝐠: Reliable data pipelines and reproducible experiments; advanced data analysis and visualization to drive insights; strong ML problem-solving with practical feature engineering and evaluation; secure integrations of AI into web apps; scalable deployments with Docker, AWS/EC2, and Vercel; and monitoring systems that keep models efficient, accurate, and user-aligned. 📩 Email: xxxxxxxxxxxxxxxxxxxxxxxxxxxxx

専門分野

• ☆ Software Engineering
• ☆ Information Technology
• ☆ Database Management
• ☆ Software Architecture
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Collection
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Data Architecture
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Business Analytics
• ☆ Python
• ☆ SQL
• ☆ Excel
• ☆ Tensorflow
• ☆ LaTex
• ☆ Tableau
• ☆ Scikit-learn
• ☆ Oracle
• ☆ Markup Languages

サービス

• Data & AI

Data & AI Predictive Modeling, Statistical Analysis, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Data Analyst Intern

Excelerate

11月 2024 - 1月 2025

学歴

Bachelors in Information and Technology (Informatics and Systems)

University of Management and Technology

2021 - 2025

Intermediate in Computer Science (Intermediate)

Government College University, Lahore

2019 - 2021

Matriculation with Computer Science (Matriulation)

Unique Group of Institutions

2017 - 2019

認定資格

• Cloud Computing Fundamentals

  IBM

  https://www.credly.com/badges/3cef249b-0252-4b2f-bc0b-865e3c59487f/public_url

  9月 2024 - 現在

• Deep Learning

  IBM

  https://www.credly.com/badges/072401d3-a451-40b3-a865-a2f79787b269/public_url

  8月 2024 - 現在

• Artificial Intelligence Fundamentals

  IBM

  https://www.credly.com/badges/3afe8d0c-a1fd-48ac-ab82-7d9fb57999b4/public_url

  8月 2024 - 現在

• Applied Data Science with Python - Level 2

  IBM

  https://www.credly.com/badges/3a1346c7-7016-41d2-a044-a35f3dbd0aeb/public_url

  8月 2024 - 現在

• Building AI Solutions Using Advanced Algorithms and Open Source Frameworks

  IBM

  https://www.credly.com/badges/b0083d42-2312-43de-9bb1-635b54521e39/public_url

  8月 2024 - 現在