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Healthcare

Medical Diagnostic Assistant using RAG

Engineered a closed-loop RAG system using Mistral-7B and ClinicalBERT to instantly answer clinical queries with 100% citation from the Merck Manual.

5/5 Groundedness
0 Hallucinations
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Industrial / Manufacturing

AI-Powered Safety Compliance Monitoring

Developed a computer vision solution using Faster R-CNN and MobileNetV3 to automatically identify PPE violations in real-time.

98% Detection Rate
<100ms Inference
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E-Commerce

AI-Powered Product Recommendation Engine

Built a multi-tiered recommendation system using Matrix Factorization (SVD) to deliver highly personalized product suggestions.

0.87 RMSE Score
Top-5 Personalization
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Energy / CleanTech

Predictive Maintenance Optimization

Developed a machine learning model specific for wind energy to predict generator failures, saving millions in operational costs.

$1.5M Savings
87% Recall
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Finance / Banking

AI-Driven Personal Loan Campaign Optimization

Leveraged Decision Tree algorithms to identify high-propensity loan customers, targeting marketing efforts effectively.

98% Accuracy
High Conversion