Utsab Barman
10+ Years in AI/Machine Learning, Data Science | NLP | Vision | Gen AI
- +31633414749
- Amsterdam, Netherland
- utsab.barman.ju@gmail.com
With a wealth of experience in Data Science and Machine Learning, I bring a unique blend of expertise in Research and Project Management. My professional journey in industries and in academia have been marked by a commitment to turning data into actionable insights. Throughout my career, I have not only developed cutting-edge models but have also been instrumental in designing robust architectures that power these solutions in real-world scenarios. My proficiency in AI and its applications has provided me with a deep understanding of data-centric and implementational challenges, enabling the creation of innovative solutions that bridge the gap between technical intricacies and end-user requirements. I am driven by the excitement of crafting intelligent systems and eager to contribute my expertise in shaping the future of generative AI.
Let's create together, imagine beyond limits, and revolutionize the landscape of generative artificial intelligence.
MMLLMs/LLMs/LVMs (AzureGPT-3.5/4.O, Gemini, Phi3, DALLE, ImaGen, YOLOs), BERTs, Flavours of Transformers (LongFormer, LinFormer), Bi-LSTM-CRFs and CNNs. Classic ML (e.g. SVMs, CRFs, Decision Trees). Transfer Learning, Multi-Modal Learning, Multi Task Learning and Reinforcement Learning.
Tools: Scikit-Learn, Tensorflow, PyTocrh, Huggingface, LangChain, LangGraph, LangFlow, LLamaIndex, CrewAI.
Language Identification, Part-of-Speech Tagging, Sentiment Analysis, Relation Extraction, Name Entity Recognition, Entity Linking, Question Answering, Long Document Parsing, Knowledge Graphs, Textual Entailment and LLM Prompt engineering, Chatbots, RAG, Chains, Agents and Agent Prompting techniques (chain/tree-of-thought, plan-validate-action).
Docker, Git, Jenkins, MLFlow, Databricks, DVC
ML Models Lifecycle Management, AzureDevOps (Basics)
AWS (AutoML, Sagemaker, EC2, S3, Lambda)
AZURE (Azure AI/ML Services)
GC (Vertex AI)
Python, Java, C++
JIRA: Scrum and KANBAN
Following is one of my nice projects:
Publications(s):