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+ Arnab De
+Arnab De
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Arnab De is a highly skilled individual at the intersection of Artificial Intelligence - and Machine - Learning, currently serving as an AI-ML Researcher at Think Again Lab, a robotics - company based in Kolkata. His expertise extends to Computer Vision and Natural Language Processing, - making notable contributions in these domains.
++ Arnab De is a highly skilled individual at the intersection + of Artificial Intelligence and Machine Learning, + currently serving as an AI-ML Researcher at + Think Again Lab, a robotics company based in Kolkata. His expertise extends to + Computer Vision and Natural Language Processing, making notable + contributions in these domains. +
-AI-ML Projects
-Arnab has shared a lots of AI-ML projects done by him on his GitHub Account. From there we - can know that he has knowledge about Data Science, Artificial Intelligence, Machine Learning, Deep - Learning, Data Analysis. Here are some of his development projects - -
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- Face-Recognition-Using-GRL : Face-Recognition-Using-GRL - is a comprehensive repository that - explores Graph Representation Learning techniques, including Node2Vec, DeepWalk, and GraRep, for - effective face recognition. These methods leverage graph embeddings to capture meaningful - features from face graphs, providing diverse approaches to representation learning. The project - offers clear instructions for getting started, including cloning the repository, installing - dependencies, and utilizing the chosen method.Take a look at Face-Recognition-Using-GRL - -
- BMI-Classification : This project creates and evaluates a BMI classification model - using machine learning techniques. Leveraging data exploration, visualization, and - preprocessing, it employs algorithms such as Logistic Regression, Decision Tree, Random Forest, - and Support Vector Machine. The comprehensive documentation guides through the entire process, - allowing users to compare model performances and choose the best algorithm for predicting BMI - categories based on the provided dataset. Take a look at BMI-Classification. -
- Weather-Forecasting-Classification : Developed a simplified weather classification - model predicting - precipitation based on historical data and key weather attributes. Utilizing a Random Forest - Classifier, the model achieved reasonable accuracy (Precision: 0.83, Recall: 0.78, F1-Score: - 0.81). The console-based user interface allows users to input weather parameters for - predictions. While serving as an illustrative machine learning example, future enhancements may - include advanced techniques, larger datasets, and collaboration with meteorological experts for - improved accuracy. Try Weather-Forecasting-Classification. - -
Musical Journey
-Beyond Arnab De's impressive achievements in the tech domain, he embarks on a captivating musical - journey, showcasing his creative spirit and passion for artistic expression. As a Bengali - Singer and - Song Writer, Arnab has composed and shared original songs that resonate across platforms like - Spotify - and YouTube. -
-Notable tracks in his musical repertoire include Pichutan , - Anindita , - R Ekbar Firle - Se and - Songopone. Each composition - reflects Arnab's unique perspective, spanning different styles and - emotions. Pichutan exudes freestyle vibes, while the live energy of Anindita and the - emotive - composition of R Ekbar Firle Se showcase the depth and diversity of his musical talent. The - acoustic rendition of Songopone further demonstrates his versatility and ability to connect - with - listeners on a profound level. -
-Arnab De's musical endeavors add a distinctive dimension to his profile, illustrating a harmonious - blend of technical expertise in Artificial Intelligence and Machine Learning with the emotive and - creative world of music. Through his compositions, Arnab not only contributes to the cultural - landscape but also showcases a holistic approach to personal and artistic expression. -
- -Recognition
-Arnab has already been recognized by Google, thus he has - a Knowledge Panel. - Currently he is a verified artist of Spotify. -
-Conclusion
-In conclusion, Arnab De emerges as a dynamic individual whose journey seamlessly navigates the - intricate realms of Artificial Intelligence, Machine Learning, and the world of - creative expression - through Music. From his formative years at Kamarpukur Ramakrishna Mission Multipurpose - School to - achieving a Master's in Data Science, Arnab's commitment to continuous learning is evident. - His - professional trajectory as an AI-ML Researcher showcases a profound understanding of - cutting-edge technologies, while his musical pursuits underline a unique ability to convey emotions - and perspectives through his compositions. Anchored by a supportive family, Arnab embodies a - harmonious synergy of intellectual curiosity, technical acumen, and artistic flair, making a - distinctive mark across diverse domains. -
+Biography
++ Born on (8th October, 2000), Arnab De is a dynamic individual + making significant strides in the fields of Artificial Intelligence + and Machine Learning. Currently serving as an + Artificial Intelligence & Machine Learning Researcher at + Think Again Lab , a robotics company in Kolkata, Arnab has + demonstrated commendable expertise in Computer Vision and + Natural Language Processing. His professional journey is + marked by notable contributions, including handling projects + sponsored by the Department of Science and Technology at the + Central University. Arnab's technical prowess shines through + diverse projects such as Face-Recognition-Using-GRL and BMI + classification models, showcasing his ability to apply machine + learning in practical scenarios. Beyond the tech realm, Arnab is a + gifted Bengali singer and songwriter, with original compositions + like Pichutan , Anindita and + R Ekbar Firle Se resonating on platforms like + Spotify and YouTube. His multifaceted talent reflects + a commitment to excellence across both the realms of technology and + creative expression. +
+Education
++ Arnab De's educational journey is a testament to his + commitment to continuous learning and a diverse range of academic + experiences. He laid the foundation of his educational pursuits at + Kamarpukur Ramakrishna Mission Multipurpose School, where he + completed his 10th and 12th grades from + Goghat High School (H.S.). This formative period not only + provided a strong educational base but also likely instilled values + of discipline and holistic development. +
++ For his undergraduate studies, Arnab chose to delve into the realm + of Physics, undertaking a Bachelor of Science degree + at Panskura Banamali College, Bankura. This academic choice + reflects his early interest in the fundamental principles that + govern the physical world. +
++ Building on his undergraduate education, Arnab further honed his + skills in the rapidly evolving field of Data Science. He + pursued and successfully completed a Master of Science degree + in + Data Science + from + Maulana Abul Kalam Azad University of Technology, West Bengal. This advanced degree equipped him with the analytical and + computational tools necessary to navigate the complex landscape of + data and information. +
++ Arnab's educational trajectory showcases a thoughtful progression, + from the foundational years in + Kamarpukur Ramakrishna Mission Multipurpose School to the + specialized domain of Data Science at the university level. + This academic journey is indicative of his commitment to continuous + learning and the pursuit of knowledge in diverse areas of study, + laying the groundwork for his subsequent success in the fields of + Artificial Intelligence and Machine Learning. +
+Parents
++ Arnab De hails from a supportive and closely-knit family that has + played a crucial role in shaping his multifaceted personality. His + parents, Uday Kumar De and Sukla De, contribute significantly to the + familial unit. +
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+ Father : Mr. Uday Kumar De (1970 - Present)
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+ Uday Kumar De, holds a Master's Degree in + Geography along with a + Bachelor of Education (B.Ed) qualification. His + dedication to the field of education is evident through his role + as an Assistant Teacher at + Kamarpukur Ramakrishna Mission Multipurpose School. Uday + Kumar De's commitment to shaping young minds reflects a broader + commitment to the community, emphasizing the importance of + education and its impact on society. +
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+ Mother : Mrs. Sukla De (1977 - Present)
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+ Sukla De, completes the family unit. Her role as a + supportive figure likely contributes significantly to the + positive and nurturing environment in which Arnab De has + thrived. The family's blend of educational and professional + accomplishments provides a supportive backdrop for Arnab's + pursuits in the realms of Artificial Intelligence, + Machine Learning, and Music. +
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+ The familial context underscores the importance of a nurturing and + encouraging environment in Arnab's journey, where the values + instilled by his parents likely play a pivotal role in his personal + and professional development. +
++ AI-ML Projects +
++ Arnab has shared a lots of AI-ML projects done by him on his GitHub + Account. From there we can know that he has knowledge about Data + Science, Artificial Intelligence, Machine Learning, Deep Learning, + Data Analysis. Here are some of his development projects - +
+-
+
- + Face-Recognition-Using-GRL : + Face-Recognition-Using-GRL is a comprehensive repository that + explores Graph Representation Learning techniques, including + Node2Vec, DeepWalk, and GraRep, for effective face recognition. + These methods leverage graph embeddings to capture meaningful + features from face graphs, providing diverse approaches to + representation learning. The project offers clear instructions for + getting started, including cloning the repository, installing + dependencies, and utilizing the chosen method.Take a look at + Face-Recognition-Using-GRL + +
- + BMI-Classification : This project creates and + evaluates a BMI classification model using machine learning + techniques. Leveraging data exploration, visualization, and + preprocessing, it employs algorithms such as Logistic Regression, + Decision Tree, Random Forest, and Support Vector Machine. The + comprehensive documentation guides through the entire process, + allowing users to compare model performances and choose the best + algorithm for predicting BMI categories based on the + provided dataset. Take a look at + BMI-Classification. + +
- + Weather-Forecasting-Classification : Developed a + simplified weather classification model predicting precipitation + based on historical data and key weather attributes. Utilizing a + Random Forest Classifier, the model achieved reasonable accuracy + (Precision: 0.83, Recall: 0.78, F1-Score: 0.81). The console-based + user interface allows users to input weather parameters for + predictions. While serving as an illustrative machine learning + example, future enhancements may include advanced techniques, + larger datasets, and collaboration with meteorological experts for + improved accuracy. Try + Weather-Forecasting-Classification. + +
+ Musical Journey +
++ Beyond Arnab De's impressive achievements in the tech domain, he + embarks on a captivating musical journey, showcasing his creative + spirit and passion for artistic expression. As a + Bengali Singer and Song Writer, Arnab has composed and + shared original songs that resonate across platforms like Spotify + and YouTube. +
++ Notable tracks in his musical repertoire include + Pichutan + , + Anindita + , + R Ekbar Firle Se + and + Songopone. Each composition reflects Arnab's unique perspective, spanning + different styles and emotions. Pichutan exudes freestyle + vibes, while the live energy of Anindita and the emotive + composition of R Ekbar Firle Se showcase the depth and + diversity of his musical talent. The acoustic rendition of + Songopone further demonstrates his versatility and ability to + connect with listeners on a profound level. +
++ Arnab De's musical endeavors add a distinctive dimension to his + profile, illustrating a harmonious blend of technical expertise in + Artificial Intelligence and Machine Learning with the emotive and + creative world of music. Through his compositions, Arnab not only + contributes to the cultural landscape but also showcases a holistic + approach to personal and artistic expression. +
-Recognition
++ Arnab has already been recognized by + Google, thus he has a + Knowledge Panel. Currently he is a verified artist of + Spotify. +
++ Conclusion +
++ In conclusion, Arnab De emerges as a dynamic individual whose + journey seamlessly navigates the intricate realms of + Artificial Intelligence, Machine Learning, and the + world of creative expression through Music. From his + formative years at + Kamarpukur Ramakrishna Mission Multipurpose School to + achieving a Master's in Data Science, Arnab's commitment to + continuous learning is evident. His professional trajectory as an + AI-ML Researcher showcases a profound understanding of + cutting-edge technologies, while his musical pursuits underline a + unique ability to convey emotions and perspectives through his + compositions. Anchored by a supportive family, Arnab embodies a + harmonious synergy of intellectual curiosity, technical acumen, and + artistic flair, making a distinctive mark across diverse domains. +
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