Name: Soumyabroto Banerjee
Current Role: Manager of Artificial Intelligence
Current Organization: Tata Steel
Interested Roles: Data Scientist, Analyst, Python Developer
Total YoE: 2.2 Years (+1 Year of College Freelancing)
Email: soumyabroto.banerjee@gmail.com
Phone: (+91) 94775-55030
Skill
Deep Learning : 85%About me
I am currently working as Manager of Artificial Intelligence at Tata Steel. My primary responsibilities are to drive AI initiatives throughout the Organisation and Identify and Automate Business Pressure points through the use of SoTA Models.
I have previously worked full-time with TCS A&I as an Analyst before taking an TATA Group Transfer to Tata Steel (Not a job switch). I have completed 4 Year Bachelor of Technology Programme in Electronics and Communication Engineering at the Institute of Radio Physics and Electronics, University of Calcutta. I am interested in Machine Learning, Deep Learning, and the Deployment of AI Models for the betterment of humanity. I love coding in Python and Tensorflow is my Framework of choice for Deep Learning Projects. I also take a keen interest in AWS and GCP.
My non-academic activities include Drama, Content Writing, and Photography.
Services
The creme-de-la-creme of what I can achieve in a deadline.
Computer Vision Developer
Working with Python on Deep Learning Projects - Both Research and Applications based. I ace at Computer Vision - Core Areas - Related to Humans - Facial, Emotional, Age, Gender, Gaze, etc. Other Areas of interest - Psychological Tracking, Bio-Medical Image Processing, Classical Filtering techniques, etc.
NLP Analyst
Take keen interest in Proper Representation of Psychological Patterns in texts. Chatbot and Conversational Analytics Developer at TCS - Building a Chatbot to connect to external sources like Qlik, Tableau, etc. also able to deliver ad hoc augmented analysis on the fly. Interacts like human, Functions like a Machine.
Business Analyst (Machine Learning)
Started learning about the Learning of Machines in my 2nd Year of College. Specialty in Supervised - Working on end to end Suppy Chain Customer Bucket Problems, Understanding Time Series and its impact on Business, Understanding the Inventory, and predicting the Order Patterns in time.
Machine Learning Researcher
Worked on Clustering Problems - Identifying weak & hard clustering ways - Generating and ensembling to make softer predictions of multiple weak learners, - Moving of Cluster Points in a way/pattern to make cluster shape and its index look better in an iterative fashion.
Gen AI SME
Been working on quite a few Gen AI projects alongwith creating awarness. Lets catch up on a debate on Gen AI. Experience working as Private Beta tester for Google Gen AI services - from Palm2 to Imagen. Also, Azure - GPT-4 to DallE. Build solutions for all types of data - structured, unstructured, semi-structured.
Teaching Guide
"If you want to master something, Teach it !" - Feynman. I absolutely love teaching. So far, I have managed to teach Python and basic Deep Learning. My area of expertise encompasses - Teaching in TCS, Subject matter Expert at Chegg to Teaching Kids and underprivileged children. Recently, added Gen AI to this list too.
Portfolio
Showcase of Completed and Compiled Works
Mask Based Facial Expression Recognition
Adben Industries Face Recognition System with Anti Spoofing Engine and Mask Detecion. Runs on AWS Client Allocated hosted server. Can Detect faces through masks. Bypasses streaming through Socket Programming in Python. Check the app out yourself
Cash to Invoice Prediction
Tata Steel LTD Prediction of Cash to Invoice flow and anomalities associated with it. Involves Cleaning of Data, Feature Engineering, Tackling Imbalance, Defining Baseline Model and Statistical Fit, Developing Bagging-Boosting Pipeline and validating on Real Data. Using Python & R for Coding and for Visualisation we used - Tableau. Read the documentation here
Drone using Arduino Flight Controller
Participated in Cognizance 2020. It is a QuadCopter built on Arduino Uno which makes it super light and super cheap. Built using Equations of PID and Passion for Saving Pocket Money. Sponsored by : TEQIP and Govt. of WB Read the Documentation here
MOCHA (Man Operated Car Having AI)
IoT and AI based Car controlled by a basic DTMF. It also streams a live video feed with labeled objects in its view. Runs on AlexNet and via a phone call - Connect anytime, anywhere and get your tasks missed done through a Robotic Hand. Read the documentation here
Cluster Learner
'n' Hard clustering algorithms are made to pass through a voting mechanism. The hard clustering are first made soft by a probabilistic equation & modification of points lead to better clustering shapes and increased probabilities of outlier detection. Awaits Publication.
BioMedical Brain Tumor Classification
Multimodal Brain Tumour Classification with RGB SWT Blended Images. Built a custom CNN Classifier for the task. Results compared with VGG-16 and Augmentation. Published - Awaiting Chapter. Read the documentation here