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Abhimanyu Singh is listed as Machine Learning Consultant at Government of India (GoI), based in Kolkata, West Bengal, India. AeroLeads shows a matched LinkedIn profile for Abhimanyu Singh.
Abhimanyu Singh previously worked as Junior Research Fellow at Indian Statistical Institute, Kolkata and Junior Research Fellow at National Institute Of Technology Mizoram. Abhimanyu Singh holds Master'S Degree, Computer Engineering from Malaviya National Institute Of Technology Jaipur.
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Data Scientist and Machine Learning Engineer, I specialize in spearheading research initiatives and harnessing advanced analytics, predictive modelling, and algorithmic development to drive business insights and foster innovation. My expertise lies in crafting and implementing machine learning models for practical use, refining performance metrics, and communicating actionable insights through compelling data-driven narratives. With a solid foundation in data preprocessing, feature engineering, model evaluation, and collaborative teamwork, I consistently deliver scalable solutions that meet diverse business needs.Areas of Expertise:ML Model Optimization, Data Cleaning and Processing, Automatic Speech Recognition (ASR), Statistical Modeling, Neural Networks, Natural Language Processing (NLP), Algorithm Development, Model Tuning and Evaluation, Predictive Modeling, Database Management, Cross-Functional Collaborations, and Team Leadership.Industry Experience:Government Administration, Higher Education, and AI Software Development.Please take a look at my portfolio by visiting github.com/abhisinghh.Feel free to reach out to me directly on LinkedIn
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New Delhi, Delhi, India
.Engineered Automatic Speech Recognition systems, yielding WER ~ 20 for 4 languages in challenging data environments..Leveraged Named Entity Recognition (NER) within the ASR pipeline..Implemented RAG (Retrieval augmented Generation ) to enrich LLM output with relevant information.
Kolkata, West Bengal, India
Attained +84% accuracy in discerning various ciphers (ECB mode) within an 8-class classification task using Cipher-text dataset through the application of supervised machine learning techniques.Utilized Unsupervised Neural Networks, such as Self Organizing Maps (SOM) Method, to perform cipher clustering within datasets, showcasing proficiency in advanced ML algorithms.
Aizawl, Mizoram, India
Generated comprehensive insights for research advancement by analyzing and interpreting genomic single-cell RNA-Seq data using the Seurat Package in R.Employed Dimensionality Reduction Techniques, such as Principal Component Analysis (PCA), t-SNE, and UMAP, in finding insights and important features.
Gurugram, Haryana, India
Directed and executed end-to-end data analysis projects across three portfolios, overseeing a team of 200 employees.Increased data set coverage by 15% on Redshift through strategic enhancements, bolstering data accessibility and quality.Facilitated integration of new team members by providing guidance and fostering alignment with organizational culture.
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Abhimanyu Singh works for Government of India (GoI).
Abhimanyu Singh is listed as Machine Learning Consultant at Government of India (GoI).
Abhimanyu Singh is based in Kolkata, West Bengal, India while working with Government of India (GoI).
Abhimanyu Singh has worked for Government Of India (Goi), Indian Statistical Institute, Kolkata, National Institute Of Technology Mizoram, and Axtria - Ingenious Insights.
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Abhimanyu Singh holds Master'S Degree, Computer Engineering from Malaviya National Institute Of Technology Jaipur.
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