// 01✓ Deployed
Autonomous AI Agent Workflows
Problem
Teams spent 20+ hrs/week manually analysing siloed reports across unstructured data sources.
Solution
Multi-agent LangChain + GPT-4 workflows that autonomously ingest, reason, and produce structured analytical outputs.
PythonLangChainGPT-4AI Agents
// 02✓ Deployed
Dubai Fleet Management Analytics
Problem
Reactive maintenance causing costly downtime, no unified visibility in a Dubai logistics firm.
Solution
Predictive maintenance ML models + route optimisation + enterprise Power BI suite.
SQLPythonPower BIPredictive ML
// 03✓ Production
AI Personalised Learning Platform
Problem
One-size-fits-all curriculum causing disengagement and high drop-off rates.
Solution
RL + NLP adaptive engine adjusting content per individual learner profile in real-time.
PythonReinforcement LearningNLPTensorFlow
NB-01EDA
🚢
Titanic Survival Analysis
End-to-end EDA on the Titanic dataset. Explored survival factors using feature engineering, statistical analysis, and rich visualisations with Pandas & Seaborn.
PandasSeabornEDAFeature Eng.
NB-02EDA
🎬
Netflix Content Strategy
In-depth EDA of Netflix titles dataset. Uncovered genre trends, content production patterns, ratings distribution, and platform strategy using WordCloud & visualisation.
PandasMatplotlibWordCloudEDA
NB-03ML
🏠
Housing Market Prediction
Complete regression pipeline predicting house sale prices. Advanced preprocessing, feature engineering, model training & evaluation. Kaggle competition workflow.
Scikit-learnRegressionFeature Eng.Kaggle
NB-04ML
🩺
Heart Disease Predictor
Life-saving healthcare ML classifier predicting heart disease from medical attributes. Covers classification theory, F1/Precision/Recall evaluation, and model selection.
ClassificationScikit-learnHealthcareF1 Score
NB-05ML
🛍️
Customer Segmentation
Unsupervised ML clustering to identify distinct customer personas in mall data. K-Means segmentation delivering actionable marketing insights for targeted campaigns.
K-MeansClusteringUnsupervisedPandas
NB-06Time-Series
📈
Store Sales Forecasting
Time-series analysis & forecasting for future airline passenger volumes. ARIMA and SARIMA models, stationarity testing, decomposition, and seasonal patterns.
ARIMASARIMATime-SeriesForecasting
NB-07ML
📶
Customer Churn Prevention
Telecom churn prediction with advanced feature engineering. Baseline vs enhanced model comparison. Demonstrates how engineered features outperform raw data significantly.
Feature Eng.ClassificationTelecomXGBoost
NB-08Deep Learning
👕
Vision AI: Digit Recognizer
Fashion-MNIST classification comparing ANN vs CNN architectures. Built from scratch with TensorFlow/Keras exploring the impact of model complexity on accuracy & efficiency.
CNNTensorFlowKerasFashion-MNIST
NB-09Computer Vision
📷
Advanced Vision & Transfer Learning
Transfer learning on CIFAR-100 using ResNet50, VGG16, and MobileNetV2 pre-trained on ImageNet. Explores fine-tuning, feature extraction and multi-class classification.
ResNet50VGG16MobileNetV2CIFAR-100
NB-10Deep Learning
🎨
Creative AI: Neural Style Transfer
Generating artwork by blending content and style images using Neural Style Transfer. Covers both training and inference pipelines — real creative AI in action.
Neural Style TransferPyTorchGANsCreative AI
NB-11NLP
🤗
Hugging Face Pipelines
AI Swiss Army Knife — one-line solutions for Sentiment Analysis, Text Summarisation, Q&A, Translation, and Computer Vision tasks using the Hugging Face Transformers library.
Hugging FaceTransformersNLPMulti-task AI
NB-12Computer Vision
🔍
Real-World Object Detection
Production computer vision with YOLO v8 and Haar Cascades for real-world object detection. Covers model deployment, inference optimisation, and bounding box prediction at scale.
YOLO v8Haar CascadesOpenCVObject Detection
15+
End-to-end AI/ML/DL projects across EDA, classification, regression, CV, NLP, and GenAI
Full portfolio
28%
Supply chain forecast accuracy improvement via ARIMA + LSTM time-series models
Delta India · 2023–24
3×
Faster educator intervention via NLP real-time student performance monitoring
Masai School · 2025–26
100K+
Unstructured records processed and classified through production NLP pipelines
Delta India · 2024–25