Sutirtha Mukherjee Email & Phone Number
Who is Sutirtha Mukherjee? Overview
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Sutirtha Mukherjee is listed as MLE 2 at Artelus.AI, a with 37 employees, based in Kolkata, West Bengal, India. AeroLeads shows a matched LinkedIn profile for Sutirtha Mukherjee.
Sutirtha Mukherjee previously worked as Machine Learning Engineer at Artelus India and Undergraduate Researcher at Jadavpur University. Sutirtha Mukherjee holds Bachelor Of Engineering - Be, Computer Science And Engineering, First Class Distinction With Honours from Jadavpur University.
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About Sutirtha Mukherjee
Hi! Thank you for taking time to visit my profile. I would shortly brief you about myself.Currently, I am a Machine Learning Engineer at Artelus, where I work with several problems, related with the healthcare domain. My primary skillset lies in problem solving, programming, debugging and driving insights from data. I am well versed with Data Structures and Algorithms and keep myself updated with the latest developments taking place in the community at large.During my undergraduate days, I have operated as an undergraduate Researcher at C-MATER Laboratory at Jadavpur University, with my domain mostly associated with the Computer Vision, NLP and Machine Learning.I am proficient in the following languages, libraries and frameworks:C++, Python, Java, C, JavaScript, HTML/CSS, Tensorflow, Scikit-learn, Keras, Numpy, Pandas, OpenCV, Hugging Face, NodeJs, ExpressJs, ReactJs, Spring-Boot, Thymeleaf, MySqlHere's my github link : https://github.com/SutirthaMukherjee97I actively participate at Leetcode: https://leetcode.com/S_t__t_a97/Please feel free to connect and let me know about your interests !You may reach out to me using : sutirthamukherjee1@gmail.com
Sutirtha Mukherjee's current company
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Sutirtha Mukherjee work experience
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Machine Learning Engineer
Designed an inferencing algorithm, that improved the model's prediction performance by 2.57% on unseen images, as captured through Crystalview lens, NFC and other miscellaneous equipments.
Undergraduate Researcher
1. Medical Image Processing: a) Deployed a snapshot learning based training paradigm, that ensures a periodic adaptive learning rate. b) Designed a Choquet Ensemble based fusion scheme for merging the confidence scores, so as to generate the final class prediction. c) The proposed methodology has been validated on Cervical cancer based benchmark datasets, and has achieved SOTA on Sipakmed and Herlev datasets.2. Time Series Forecasting: a) Investigated several popular statistical models in the literature pertaining to this domain and performed a comparative analysis. b) Investigated several sequential models (including LSTM,Bi-LSTM) and observed their behaviour against popular statistical models. c) Developed a RNN based model that outperforms LSTM, Bi-LSTM and GRU models based on the RMSE scores, as experimented on several popular datasets. d) Manuscript is being prepared.
Data Scientist
1. Designed and implemented the Cross Market Learning strategy to boost the overall product conversions made by the SKU recommendation system for the East Calcutta region from 38% to a projected 40%, with the resultant model having the performance metrics : Accuracy: 85.4% Precision: 86.2%, Recall: 85.4%, F1 Score: 85.7%.2. Developed an algorithm to boost the sales of products (such as Juices) influenced by the seasonality of the months as well as having poor overall representation by leveraging state of the art methodologies such as SMOTE.3. Developed an event rate driven optimization approach for deciding the threshold for recommendations of products at SKU level vs sub-category level.
Sutirtha Mukherjee education
Bachelor Of Engineering - Be, Computer Science And Engineering, First Class Distinction With Honours
Mathematics Physics Chemistry Computer Science, 96.2%
Frequently asked questions about Sutirtha Mukherjee
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What company does Sutirtha Mukherjee work for?
Sutirtha Mukherjee works for Artelus.AI.
What is Sutirtha Mukherjee's role at Artelus.AI?
Sutirtha Mukherjee is listed as MLE 2 at Artelus.AI.
Where is Sutirtha Mukherjee based?
Sutirtha Mukherjee is based in Kolkata, West Bengal, India while working with Artelus.AI.
What companies has Sutirtha Mukherjee worked for?
Sutirtha Mukherjee has worked for Artelus.Ai, Artelus India, Jadavpur University, and Itc Limited.
How can I contact Sutirtha Mukherjee?
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What schools did Sutirtha Mukherjee attend?
Sutirtha Mukherjee holds Bachelor Of Engineering - Be, Computer Science And Engineering, First Class Distinction With Honours from Jadavpur University.
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