Avishek Mukherjee

Avishek Mukherjee

Tour my GitHub portfolio@Ovishake/see some COMPUTER VISION MAGIC

full stack DATA SCIENTIST with strong Engineering skills. I work mainly on NLP and Computer Vision problems, and some statistical modeling

Avishek Mukherjee,I work as a Data Scientist at Fidelity National Financial/ Servicelink (a subsidiary of Fidelity National Financial). I work mainly on Computer Vision problems as in Object Detection, Instance Segmentation, Video Analytics etc. with various kinds of engineering over anchor boxes, region proposal mechanism or bbox regression mechanism. With strong experience in OpenCV. I prune and quantize CNN models developed in Tensorflow or Pytorch before deploying them on cloud or on FPGAs. I have keen interest in GANs and in making classifiers more robust. I also work with Language Data (packages include: REGEX, SPACY, NLTK for simple works like NER, Text Normalization, Data Cleaning, Text Classification, Text Generation, Text Summarization models, I fine-tune existing models to our needs and Image Caption some images . Other functionalities include extracting some of the texts using OCR (Teseract). I also build light-weight statistical models, do A/B testing on hypothesis, clustering, feature extraction etc.. I worked on the engineering side as well where I deployed models to Azure cloud or Azure ML workspaces, and have inevitably dealt with Azure Queues and some NoSQL databases, Docker and Kubernetes.Prior to this I worked under Prof. Dr. Prabir Bhattacharya & Prof Dr. Siwei Lyu (now at SUNY Buffalo) where I applied AI, Computer Vision & Image Processing/Segmentation for Detection of Pathologies from Radiological Images. Prior to this I have some Software Engineering experience at Tata Consultancy Services, Larsen & Toubro Infotech Ltd.

Github portfolio

Mainly configured for Data Science and AI jobs

I have experience in AI and Machine Learning R&D at a Fintech Company at Pittsburgh PA USA and at SUNY at Albany at Albany NY USA, and also at some IT services companies like Tata Consultancy Services, Larsen & Toubro Infotech where I worked as a IT Services Software Engineer in the domains of Property & Casualty Insurance and developed the TCS BANCS Genesys Configurator, the highest selling Insurance product in Indian Insurance market for business lines like Auto, Marine, Freight Forwarders Liability, Marine Hull, Fire Floater, Multi location industrial and have worked with IMS Health, now part of IQVIA in implementing their backbone Data Warehouse

Leuk je te ontmoeten

Apart from Computer Science , I am an amateur guitar-player and painter. I at times play some Chess. And read poems by Johann Wolfgang von Goethe.

Superficial Data Visualization skills

pull the graph nodes and see the magic, nodes are the dots in the structure, and links are the lines -- that's a graph; more natural and more useful in modelling natural phenomenas

SKILLS/ DIE F¨AHIGKEITEN/VARRDIGHEDEN

This is an approximate list of skills that I have

Programming Languages like: Python3, Java, C++/NodeJS

Data Science and AI related framework:SKLEARN, TENSORFLOW, KERAS, PYTORCH

Robotics skills:playing with Gazebo, Robot Operating System (ROS)

Databases/ETL/BI:ORACLE PL/SQL, MS-SQL T-SQL, CHANGE DATA CAPTURE, AB INITIO, MongoDB

REST API on Azure

Some Android App Development Skills

Hope that makes me a complete RESEARCHER/ ENGINEER!

What's the story morning glory?

Get in touch

CONTACT ME for job opportunities in Computer Vision, NLP or any data science related job