KISHOR M

A dedicated professional with 3 years of production Data analysis with sql experience, transitioning into Artificial Intelligence with a strong foundation in Machine Learning,Deep Learning, NLP, and Generative AI. Skilled in data analysis and committed to leveraging advanced AI techniques to extract business insights and drive growth. Eager to join a dynamic team to develop innovative, data-driven solutions that optimize business processes and deliver measurable outcomes.

Face Mask Detection

Key Skills: Deep Learning, CNN, Transfer Learning, VGG16

• Developed a deep learning model capable of detecting whether individuals in an image or video stream are wearing face masks.
• Designed a Convolutional Neural Network architecture with layers optimized for feature extraction and classification.
• Utilized the pre trained model VGG16, to leverage existing feature extraction capabilities.
• Fine-tuned the pre-trained model on the face mask detection dataset.
• Achievied a high accuracy and F1-score.

Sign Language Detection

Key Skills: Deep Learning, Artificial Neural Networks, ANN, Transfer Learning

• Sign language detection using Artificial Neural Networks (ANN) can revolutionize communication for individuals who are deaf or hard of hearing
• Designed an Artificial Neural Network architecture with layers optimized for feature extraction and classification.
• Trained the ANN model on the preprocessed dataset using a suitable loss function and optimizer
• Used a validation set to tune hyperparameters and avoid overfitting.
• Developed a trained ANN model capable of accurately detecting the letter corresponding to the given sign in the image.

Fake News Classifier

Key Skills: Natural Language Processing (NLP),LSTM ,GRU, BERT

• Developed a robust and scalable deep learning model to classify news articles as either genuine or misleading content.
• Performed EDA to understand data distributions and relationships between variables.
• Developed baseline,RNNs and Transformer-based models and Evaluate the performance of various models by using an appropriate evaluation metrics
• Providing reliable predictions that can be integrated into news platforms to flag potentially fake news articles

• IIT Kharagpur Certificate Programme (Hands-on approach to AI for real-world applications)
• Microsoft AI-102
• IITM CCE Certified AI & Machine Learning
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• Learning Awards, Fresco Play Miles Award in TCS
• Beyond Performance Awards, Special Achievement Award, Initiatives in TCS
• Awards for Excellence, On the Spot (Team) Award