Aqil Khan

AQIL KHAN Address: North Karachi, Karachi · Phone: - Email:-· LinkedIn Profile: https://www.linkedin.com/in/aqilsaboor/ I am a 4 years experienced Python developer with proficiency in AI, ML, NLP, ETL, data preprocessing, automation and data mining. I am actively seeking a challenging role where I can apply and develop my skills. EXPERIENCE OCT 2023 – OCT 2024 PYTHON DEVELOPER, EAI-SOFT     Work on Artificial Intelligence, Machine Learning, Natural Language Processing & Extract Transform Load technologies. Built Python data mining bots and automation scripts for real-time live data processing to make things work smoother and Bypass ReCAPTCHA challenges in web scraping tasks. Collaborate with AWS services like S3, and Lambda to organize effective data workflows. Mentor and guide junior developers by providing code reviews, technical support, and training on best practices. DEC 2022 – OCT 2023 PYTHON DEVELOPER, ORBHEX     In this role, I primarily focus on applying AI techniques for Optical Character Recognition (OCR) and Object detection. Create and automate complete data pipelines to simplify data processing and improve overall efficiency using ETL and NLP technologies. Contributed to creating a face attendance system, integrating face recognizer, Numpy, Pandas, and OpenCV. Developed websites and mobile backends, using Django and Flask. DEC 2020 – DEC 2022 PYTHON DEVELOPER, A.S.K TECH SOLUTIONS     Built Python bots and automation tools to make tasks faster and more efficient by taking complex processes that needed minimal manual input. Created various web scraping bots that could handle tricky websites, including those with antiscraping tools, to collect data seamlessly. Worked on backend development for websites and mobile applications. Used APIs to make processes more efficient and improve functionality. EDUCATION JUNE 2025 BACHELOUR, VIRTUAL UNIVERSITY A BSCS from virtual university of Pakistan is a four-year online degree focusing on programming, software development, databases, networking, and AI. It equips students with problem-solving skills and prepares them for careers in it and software engineering JUNE 2021 INTERMEDIATES, PAKISTAN SHIPOWNER GOVERNMENT COLLEGE I have accomplished my Intermediates in computer science from PSGC Nizamabad, where I gained hands-on experience in C programming language, developing small-scale programs, and honed my skills in working with databases. APRIL 2019 MATRICULATION, PROGRAMMER SCHOOL I successfully completed my matriculation in computer science from Programmer School North Karachi, achieving an outstanding 82.5% overall score with an A-plus grade. CERTIFICATIONS & COURSES JUNE 2020 DATA SCIENCE, CONGNITIVE CLASS (IBM DEVELOPER SKILLS NETWORK) In June 2020, I successfully attained certification in data science from Cognitive Class, in association with IBM Developer Skills Network. This comprehensive course covered the entire spectrum of Python, from fundamental concepts to advanced techniques, including hands-on training in essential modules such as numpy and pandas. JUNE 2020 MACHINE LEARNING, CONGNITIVE CLASS (IBM DEVELOPER SKILLS NETWORK) In June 2020, I successfully completed a comprehensive machine learning course from Cognitive Class, powered by IBM Developer Skills Network. As a result, I created machine learning projects such as movie suggestion system and Email spam or ham checker using Sklearn and NLTK. JULY 2023 DEEP LEARNING, MATHWORKS I successfully completed a specialized course offered by MathWorks, the official company behind the MATLAB Python module. Through this comprehensive program, I gained hands-on expertise in utilizing MATLAB within Python, acquiring practical implementation skills for various applications. DEC 2019 PYTHON, YOUTUBE/CODE WITH HARRY I successfully completed an extensive Python course from the YouTube channel "Code with Harry." This comprehensive program covered basic to advanced Python concepts and enabled me to create various projects, including a Flappy Bird game using Pygame, Custom virtual assistant utilizing OS functionalities, a calculator using Tkinter, and an E-commerce website. NOV 2022 DATA VISUALIZATION & ANALYSIS, YOUTUBE/INDIAN AI PRODUCTION I successfully completed a data visualization course from the YouTube channel "Indian AI Production" in November 2022. This comprehensive program equipped me with proficiency in Python's Matplotlib and Seaborn modules, enabling me to create visually compelling and insightful data visualizations for analytical purposes. AUG 2024 POWER BI, PRAGMATIC WORKS In August 2024, I successfully completed a comprehensive Power BI course offered by Pragmatic Works. This program equipped me with the skills to create dynamic, data-driven reports and dashboards, utilizing Power BI’s powerful tools for data visualization, modeling, and transformation. JULY 2020 WEB DEVELOPMENT (DJANGO), EDUONIX 2 In July 2020, I successfully finished my Web Development course on the Eduonix online platform. The comprehensive training equipped me with expertise in Python Django module, enabling me to create a multitude of backend projects, including e-commerce websites and Freelancing platforms. SEP 2021 REACT JS DEVELOPMENT, GREAT LEARNING ACADEMY In September 2021, I completed the React JS web development course at Great Learning Academy. This comprehensive training enabled me to design and develop a Facebook clone website, showcasing my proficiency in React JS and frontend development. FEB 2020 WEB DESIGN, EDUCBA Through my enrollment in Educba Web Design course, I honed my skills in HTML 5, CSS 3, JavaScript, and Bootstrap. The practical application of my knowledge led to the creation of multiple responsive projects, including an engaging snake game. NOV 2020 WORDPRESS, YOUTUBE/WS CUBETECH I completed an extensive WordPress web design course on YouTube, honing my skills in creating multiple responsive websites with the assistance of the Elementor plugin. Through practical projects, I gained valuable experience in developing user-friendly and visually appealing websites using WordPress and Elementor. JAN 2020 CERTIFICATE IN INFORMATION TECHNOLOGY, INFO CHANNEL This course provides a comprehensive understanding of IT fundamentals, including Microsoft Office, hardware and software concepts, and web designing using Photoshop, HTML, CSS and Dreamweaver. The program culminates with a final project, allowing students to apply their acquired skills in a practical setting Python Python3 Python Scripting Flask Django FastAPI Pyramid Tornado Web2py Bottle CherryPy Dash Plotly Bokeh Jinja SQLAlchem y ORM Unit Testing Pytest Pytest Fixtures Coverage.py Test Automation Selenium BeautifulSoup Requests Asyncio Async Programming Gevent Concurrency Multithreading Multiprocessing GIL (Global Interpreter Lock) Threading API Development RESTful APIs GraphQL API Authentication JSON Web Tokens (JWT) Caching Rate Limiting OAuth WebSockets Backend Development Microservices Serverless Cloud Functions Python DevOps Docker Kubernetes CI/CD Git GitHub GitLab Bitbucket CI Tools Continuous Integration Continuous Deployment Ansible Terraform Infrastructure as Code (IaC) Serverless Framework Cloud Computing AWS AWS Lambda Azure Functions Google Cloud Functions Virtual Environments Pip Conda Package Management Pipenv Poetry Virtualenv PyInstaller Py2exe PyOxidizer CX_Freeze Data Cleaning Data Validation JSON Parsing XML Parsing CSV Parsing File I/O Data Serialization YAML TOML ConfigParser Logging Logging Configuration Python Logging Debugging Debugger Profiling Performance Optimization Memory Management Garbage Collection Refactoring Type Hints MyPy Type Checking PyLint Flake8 Black Autopep8 Code Formatting Code Review Sphinx Documentation Generation Command-Line Tools CLI TUI argparse Click rich Text User Interfaces REPL IPython Jupyter Notebooks Interactive Coding Shell Scripting Bash Scripting Secure Shell (SSH) Sockets Network Programming Networking REST API Clients SOAP Requests-HTML lxml Data Wrangling Pandas NumPy SciPy Matplotlib Seaborn DataFrame Series Data Analysis Data Pipelines ETL (Extract Transform Load) Apache Spark Dask Modin RAPIDS Big Data SQL PostgreSQL MySQL SQLite NoSQL MongoDB Firebase Cassandra Redis InfluxDB ElasticSearch Key-Value Stores Full-Text Search Indexing Caching Message Queues RabbitMQ Apache Kafka Celery Task Queues Redis Streams MongoDB Aggregation T-SQL PL/SQL Oracle OLAP OLTP Cloud Databases RDS DynamoDB Aurora Cosmos DB Firestore BigQuery Snowflake ClickHouse HDFS Distributed Systems Distributed Computing High-Performance Computing (HPC) Parallel Processing RPC GRPC Data Serialization Protobuf MessagePack Cap’n Proto Apache Thrift Machine Learning (ML) Artificial Intelligence (AI) Artificial Intelligence Machine Learning Deep Learning Supervised Learning Unsupervised Learning Semi-Supervised Learning Reinforcement Learning Active Learning Transfer Learning Online Learning Offline Learning Self-Supervised Learning Representation Learning Predictive Modeling Statistical Modeling Feature Engineering Feature Selection Feature Extraction Dim ensionality Reduction Principal Component Analysis (PCA) Singular Value Decomposition (SVD) Independent Component Analysis (ICA) T-SNE UMAP Data Imputation Data Normalization Data Standardization Data Augmentation Cross-Validation Model Evaluation Model Selection Train-Test Split Stratified Sampling K-Fold Cross Validation Grid Search Random Search Hyperparameter Tuning Random Forest Decision Trees Support Vector Machines (SVM) Naive Bayes K-Nearest Neighbors (KNN) Clustering K-Means Agglomerative Clustering DBSCAN Hierarchical Clustering Neural Networks Perceptron Convolutional Neural Networks (CNNs) Recurrent Neural Networks (RNNs) Long Short-Term Memory (LSTM) Gated Recurrent Units (GRU) Autoencoders Deep Belief Networks (DBN) Generative Adversarial Networks (GANs) Variational Autoencoders (VAEs) Graph Neural Networks (GNNs) Transformer Networks BERT GPT Sentence Transformers Word2Vec GloVe FastText Embedding Layers Embeddings NLP (Natural Language Processing) Text Classification Text Summarization Sentiment Analysis Named Entity Recognition (NER) Parts of Speech (POS) Tagging Language Models Seq2Seq Models Attention Mechanism Self-Attention Contextual Embeddings Dependency Parsing Information Retrieval Question Answering Search Engines Document Classification Spam Detection Chatbots Conversational AI Voice Recognition Speech-to-Text Text-to-Speech Computer Vision Image Recognition Object Detection Object Tracking Image Segmentation Semantic Segmentation Instance Segmentation Optical Character Recognition (OCR) Face Detection Face Recognition Scene Understanding 3D Vision Image Generation Generative Models AI Ethics AI Fairness Bias Detection Explainable AI (XAI) Model Interpretability Feature Importance Shapley Values LIME Model Drift Model Monitoring Model Auditing Model Retraining Cloud AI AI Pipelines MLOps Model Deployment Productionizing ML Models A/B Testing Data Labeling Annotation Labeling Tools Model Validation TensorFlow PyTorch Keras OpenCV Scikit-Learn NLTK SpaCy Gensim TextBlob Transformers Library Hugging Face Fast.ai DVC Kubeflow TFX (TensorFlow Extended) Vertex AI AWS SageMaker Azure Machine Learning Google Cloud AI Platform JAX MXNet CNTK Apache Mahout MLflow Experiment Tracking Weights & Biases Comet.ml Data Science Analysis Data Science Data Analysis Big Data Analytics Business Intelligence Predictive Analytics Data Mining Statistical Analysis Hypothesis Testing Bayesian Analysis Time Series Analysis Forecasting Anomaly Detection Signal Processing Data Pipelines Data Wrangling Data Manipulation Data Aggregation Descriptive Statistics Inferential Statistics Correlation Analysis Regression Analysis Linear Regression Logistic Regression Polynomial Regression Survival Analysis Chi-Square Test T-Test ANOVA Statistical Significance Hypothesis Testing Sampling Resampling Monte Carlo Methods Bootstrap Sampling Markov Chains Random Walks Stochastic Processes EDA (Exploratory Data Analysis) BI Tools Power BI Tableau Looker QlikView Spotfire Data Visualizations Infographics Dashboards Histograms Box Plots Heatmaps Scatter Plots Pie Charts Distribution Plots KDE Plots Pair Plots Treemaps Line Charts Bar Charts Choropleth Maps Geo Visualization GIS Data GeoPandas Spatial Analysis Mapbox Shapefiles Interactive Dashboards Interactive Charts Data Integration Data Cleaning Outlier Detection Data Encoding Feature Scaling Normalization Data Transformation String Manipulation Date Handling Missing Value Imputation Data Enrichment Open Data Public Datasets Data Lakes Data Warehousing ETL Tools Apache Airflow Luigi Apache Beam Talend Informatica SSIS (SQL Server Integration Services) Big Data Frameworks Hadoop Apache Spark Apache Flink Apache Storm Streaming Data Stream Processing Kafka Streams Kinesis Real-Time Analytics Batch Processing Parallel Processing Distributed Data Processing Data Orchestration Apache NiFi Cloud Data Cloud Storage Data Governance Data Security Privacy Regulations Data Compliance GDPR HIPAA Data Quality Data Lineage Data Catalogs Metadata Management Data Provenance Data Versioning Advanced Python & Software Development Python Code Quality Python Decorators Python Context Managers Python Generators Python Coroutines Python Lambda Functions Python List Comprehension Python Dictionary Comprehension Python Data Classes Type Annotations Python Typing Static Type Checking Functional Testing Behavioral Testing Python Benchmarks Memory Profiling Code Refactoring SOLID Principles Design Patterns Singleton Pattern Factory Pattern Observer Pattern Dependency Injection Code Modularity Microservices Architect ure RESTful Services API Security Token-Based Authentication OAuth2 OpenID Connect Role-Based Access Control Access Tokens Rate Limiting CORS HTTPS SSL/TLS Data Encryption Hashing Password Hashing Bcrypt Argon2 SQL Injection Prevention XSS Protection CSRF Tokens Input Validation Output Encoding OWASP Guidelines DevSecOps Secure Coding Python Package Index (PyPI) PEP8 PEP20 (Zen of Python) PEP484 Python Enhancement Proposals Code Linting Python Docstrings Code Documentation Python Debugging Tools PyCharm VSCode Jupyter Extensions Integrated Development Environment (IDE) Build Automation Makefile Jenkins GitHub Actions CircleCI TravisCI Containerization Docker Compose Kubernetes Clusters Helm Charts Service Mesh API Gateway NGINX Apache HTTP Server Caddy Server Load Balancing Horizontal Scaling Vertical Scaling Application Performance Management (APM) New Relic Datadog Elastic APM Log Monitoring Prometheus Grafana Alerting Systems Incident Response PagerDuty Root Cause Analysis Postmortems Continuous Improvement Deployment Automation Zero Downtime Deployment Blue-Green Deployment Canary Releases Rollbacks Rollouts Infrastructure as Code Pulumi Monitoring Event-Driven Architecture CQRS Event Sourcing Data Engineering & Databases Data Architecture Data Modeling Schema Design Database Normalization Denormalization ER Diagrams ACID Properties BASE Properties Row-Level Security Role-Based Security CRUD Operations Indexing Strategies Primary Key Foreign Key Composite Key Unique Constraints Query Optimization Subqueries Joins Stored Procedures Triggers Views Database Partitioning Sharding Replication Failover Database Backups Disaster Recovery CAP Theorem Consistency Availability Partition Tolerance SQL Optimization SQL Functions Window Functions Query Execution Plan NoSQL Databases Key-Value Databases Document Stores Graph Databases Columnar Databases Wide Column Stores Cassandra CQL Cassandra Clustering Redis Caching Memcached Redshift Data Lake Data Warehouse Snowflake Big Data Processing Spark SQL DataFrames PySpark Hive HBase Presto Data Pipeline Orchestration Metadata Management Data Version Control (DVC) Delta Lake Lakehouse Architecture Apache Arrow Parquet Files ORC Files Avro Files ETL Processes ELT Processes Data Ingestion Batch Processing Stream Processing Change Data Capture (CDC) Data Sync Data Backup Data Recovery Data Retention Data Expiration Data Archiving Apache Nifi Azure Data Factory Informatica PowerCenter SSRS (SQL Server Reporting Services) Google Dataflow Google BigQuery AWS Glue AWS Redshift Spectrum Data Auditing Data Policy Compliance Metadata Extraction Schema Evolution Data Sampling Data Federation Data Marts Star Schema Snowflake Schema Query Caching Advanced Machine Learning & Deep Learning Ensemble Learning Bagging Boosting Stacking Gradient Boosting AdaBoost XGBoost CatBoost LightGBM HistGradientBoosting Stochastic Gradient Descent (SGD) Mini-Batch Gradient Descent Adagrad RMSprop Adam Optimizer L1 Regularization L2 Regularization Elastic Net Dropout Batch Normalization Xavier Initialization He Initialization Loss Functions Cross-Entropy Loss Mean Squared Error Huber Loss Hinge Loss Triplet Loss Cosine Similarity Activation Functions ReLU Leaky ReLU ELU Swish Softmax Sigmoid Tanh Binary Classification Multiclass Classification Multilabel Classification Sequence Classification Image Segmentation Semantic Segmentation Instance Segmentation Object Localization Attention Mechanisms Transformers BERT Fine-Tuning BERT Embeddings Sentence Embeddings Zero-Shot Classification Few-Shot Learning Meta-Learning Contrastive Learning Self-Supervised Learning Representation Learning Dimensionality Reduction PCA (Principal Component Analysis) ICA (Independent Component Analysis) TSNE UMAP Fuzzy Clustering Probabilistic Models Bayesian Networks Gaussian Mixture Models Hidden Markov M odels Variational Inference Graph Theory Graph Embeddings Knowledge Graphs Logic Programming Symbolic AI Causal Inference AI Explainability SHAP LIME ELI5 AI Interpretability Model Distillation Federated Learning Distributed Machine Learning Gradient Aggregation Parameter Servers Horovod ONNX MLFlow Experiment Tracking MLOps Tools Automated Machine Learning (AutoML) Feature Stores Model Registry Production AI Pipelines Model Drift Detection Bias Mitigation Fairness in AI Ethical AI Privacy-Preserving Machine Learning Differential Privacy Homomorphic Encryption Federated Averaging Federated Distillation Federated Data Natural Language Processing (NLP) and Computer Vision (CV) Tokenization Stemming Lemmatization POS Tagging Parsing Named Entity Recognition (NER) Coreference Resolution Word Sense Disambiguation Dependency Parsing Sentiment Analysis Language Generation Seq2Seq Models BERT Model RoBERTa ALBERT DistilBERT T5 Model BART GPT-2 GPT-3 GPT-4 Transformer Models Attention Mechanism Masked Language Modeling Causal Language Modeling N-grams Bag of Words TF-IDF Word Embeddings Doc2Vec FastText Embeddings Sentence-BERT Transformer Embeddings Conversational AI Dialogue Systems Intent Classification Slot Filling Named Entity Extraction Question Answering Summarization Machine Translation Text Generation Language Modeling Text Classification Text Clustering Text Similarity Text Augmentation Data Augmentation for NLP OCR (Optical Character Recognition) CRNN Image Classification Image Captioning Object Detection YOLO (You Only Look Once) Faster R-CNN Mask R-CNN RetinaNet SSD (Single Shot Detector) FPN (Feature Pyramid Networks) EfficientNet ResNet Inception VGGNet DenseNet MobileNet Vision Transformers Image Segmentation Instance Segmentation Keypoint Detection Pose Estimation Face Detection Face Recognition Landmark Detection Super-Resolution Image Generation Style Transfer GANs DCGAN CycleGAN Pix2Pix Neural Style Transfer 3D Reconstruction Volumetric Data Medical Imaging DICOM Processing Image Augmentation Image Preprocessing Feature Extraction for CV Siamese Networks Triplet Networks Multi-Task Learning End-to-End Training Transfer Learning for CV Data Synthesis Few-Shot Object Detection Cloud DevOps & Security Cloud Infrastructure Virtualization Compute Services Storage Solutions S3 Buckets Blob Storage Cloud Networking VPC (Virtual Private Cloud) Subnets Load Balancers Autoscaling High Availability Disaster Recovery Identity and Access Management (IAM) Encryption at Rest Encryption in Transit SSL Certificates TLS Handshake VPN (Virtual Private Network) SSH (Secure Shell) Cloud IAM Policies Cloud RBAC (Role-Based Access Control) Cloud Security Posture Management (CSPM) Data Loss Prevention (DLP) Intrusion Detection Intrusion Prevention SIEM (Security Information and Event Management) Threat Detection Security Logging Audit Logs System Hardening Configuration Management Secrets Management Vault HashiCorp Vault Secure File Transfer Cloud Cost Management FinOps Monitoring Tools Sysdig DataDog Prometheus CloudWatch Azure Monitor Log Aggregation Cloud Logging Observability Tracing Distributed Tracing OpenTelemetry Network Security Firewalls Security Groups DNS Security Content Delivery Network (CDN) CloudFront API Gateway Security WAF (Web Application Firewall) Security Testing Penetration Testing Vulnerability Scanning OWASP Top Ten Secure Sockets Load Testing Chaos Engineering Resiliency Testing Backup Automation Terraform State Management Disaster Recovery Planning Multi-Region Deployment Canary Testing Load Balancing Strategies Traffic Shaping Anomaly Detection DevSecOps Infrastructure Hardening Secure By Design. 3