Saikat Mondal
CDS @ IISc 2024 || AMD Co-Op Intern || ML, DL, NLP, GenAI
- Role
- Member Research Staff at Bharat Electronics Limited
- Location
- Bengaluru, KA, IN
- LinkedIn followers
- 500 followers
About Saikat Mondal
Open to Opportunities | Generative AI | LLMs | NLP | Data Scientist | Research & Applied MLI’m a passionate machine learning researcher and data scientist with an M.Tech in Computational and Data Science from IISc Bangalore and a strong foundation in mathematics. Currently, I’m working as a Member of Research Staff at Bharat Electronics Ltd (BEL), where I develop and optimize encoder-based large language models (LLMs), applying adversarial attack techniques and performance tuning using tools like HuggingFace, MLflow, and Optuna.Previously, I worked as a Machine Learning Co-Op at AMD, focusing on time-series modeling, probabilistic systems, and reaction-diffusion models for semiconductor chip design.My academic and industrial journey has equipped me with expertise in:Natural Language Processing (NLP)Large Language Models (LLMs)Generative AI (GANs, Transformers)Machine Learning & Deep Learning (PyTorch, TensorFlow, Scikit-learn)Data Analysis & Visualization (Pandas, NumPy, Matplotlib, Seaborn, Power BI)Prompt Engineering, Text Summarization, Sentiment AnalysisTime Series Forecasting, Spectral Clustering, Optimization Tools & Frameworks: PyTorch, TensorFlow, HuggingFace, Keras, Optuna, MLflow, NLTK, OpenCV, SQL, Python, C++ Projects include:Vulnerability assessment in LLMs using adversarial attacksSentiment-driven stock prediction using GANsDuplicate question detection using LSTM Siamese NetworksTime-series IR-drop prediction using LSTM and ensemble models I\'m currently open to exciting opportunities in: → Generative AI | LLM Engineering | NLP Research | Applied ML | Data ScienceLet’s connect if you\'re building something impactful or looking for someone passionate about pushing the boundaries of AI.
Experience
Member Research Staff
Aug 2024 — Present · Bengaluru, IN
Education
St. Paul's Cathedral Mission College
Bachelor of Science, Mathematics and Statistics
Ramakrishna Mission Vivekananda Educational and Research Institute
Master's degree, Mathematics
Indian Institute of Science (IISc)
Master of Technology - MTech, Computational and Data Sciences
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