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Hi, I'm Sreosha Mallick

Senior Machine Learning Engineer with a Master's degree in Computer Science and 5+ years of experience specializing in Machine Learning, Python, NLP, NLU, Generative AI, Speech Processing, and Conversational AI.

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About Me

I am a Senior Machine Learning Engineer with an MSc in Computer Science and 4+ years of experience delivering innovative AI solutions. My expertise spans Machine Learning, Deep Learning, NLP, NLU, and Computer Vision, with a focus on building scalable systems using frameworks like TensorFlow, PyTorch, and Keras. I have hands-on experience in developing advanced AI models, including BERT, GPT, and transformers, and have worked on applications such as object detection, image segmentation, and conversational AI. Passionate about Generative AI, I strive to push the boundaries of AI to create impactful, real-world solutions.

Skills and Frameworks

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Python

OOP concepts & DSA in Python along with Statistical Programming

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AI/ML

ML Statistical Algorithms, Neural Networks, NLP, NLU, CV, Transformer Architectures, Keras, TensorFlow, BERT, GPT

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Probability & Statistics

Linear Algebra, Probability, Statistics, Bayes Theorem, Hidden Markov Model

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Generative AI

Advanced RAG systems, Conversational AI chatbot and Voicebot, LangChain, GPT, Llama, Hugging Face, Vector Database

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Data Analytics

Data Analytics, NumPy, Pandas, Matplotlib, Scikit-learn, Plotly, Dash, Data Visualization, Explainable AI

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MLOps

Data Preparation, EDA, Data Preprocessing, Model Training and Fine-tuning, Model Inference, Model Deployment via REST API

Featured Projects

Hot Word Automatic Speech Recognition (ASR) System

Built a speech recognition system using deep learning models for waking up once it hears 'Hello' in my voice. The system handles noisy environments effectively.

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Generative AI Voicebot

Developed a conversational AI chatbot using GPT 3.5 Turbo and ElevenLabs that is capable of understanding and responding in natural language.

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Recommendation System

Created a content-based Movie Recommendation System showcasing different genre movies.

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Contact Me

If you would like to collaborate or have any questions, feel free to reach out!