Hello,

I am a professional data science and software engineer having 12+ years of work experience. I am interested in data engineering, data modelling, research and development that can extract most intrinsic value out of data to build enduring products and services. I have strong foundation in Natural Language Processing, Machine Learning, Deep Learning, Python and related technologies. I have been involved in end-to-end data science project cycle covering data analyzing, designing, developing, deploying and maintaining applications. I am keen to work on challenging opportunities in data science and engineering related areas that allow me to exude my skills and abilities while constantly learning new ones. I am looking for opportunities where I can apply AI/ML techniques to solve various business requirements. I am open to adopting new cultures and working environments as I see them as an opportunity to learn and grow both personally and professionally.

At the end of the day, I am a problem solver focusing on the business problem at hand !

Summary 

• Expertise in Data Science, Natural Language Processing, Machine Learning, Deep Learning, Image processing, Data Analytics and Python

• Masters degree (M.Tech) in Computational Linguistics and Bachelors degree (B.Tech) in Computer Science and Engineering   

• Strong NLP skills which include Language Modelling, POS tagging, PCFG, Named Entity Recognition, Parsing, Co-reference Resolution, Question Answering, Word embedding, Semantic Web etc

• Hands on and good understanding of various ML/DL techniques such as Linear Regression, Naive Bayes, Logistic Regression, Support Vector Machine, Decision Trees, Ensemble Learning, Conditional Random Fields, Neural Networks, Convolution neural networks, Recurrent neural networks, BERT etc

• Experience in building PoC/MVP's from scratch, model packaging, designing API services, cloud integration, deployment etc

• Experience in image processing, image classification, feature extraction, transfer learning etc

• Experience with agile practices, object-oriented design and development strategies

• Publications in peer-reviewed journals and conferences (IEEE, Springer, Elsevier etc)

• Experience in working with R&D environments, Product start-ups, service projects

• Experience in leading development teams, mentoring juniors/interns etc

• Ability to work independently or in a team

• Building state-of-the-art solutions by designing algorithms and carrying out experiments

• Passion for learning and implementing new concepts

Skills

• Data Science : Worked on Classification, Clustering and Regression algorithms and building recommender systems, Worked on Data Collection, Data Validation, Data Transformation, Exploratory Data Analysis, Feature Extraction, Modelling, Similarity measures, Data Analytics, Scoring Models etc

• Programming : Python (pandas, numpy, scipy, scikit-learn, statsmodel, keras, ktrain, gensim, NLTK, spacy, textblob, opencv, matplotlib, seaborn etc), Familiar with Java, R, Scala and Julia  

• Machine Learning and Deep Learning : KMeans, Naive Bayes, Linear Regression, Logistic Regression, SVMs, Decision Trees, Random Forest, Ensemble models, CRFs, Neural Networks, Multi Layer Perceptron, Convolutional Neural Network, Recurrent Neural Networks, Encoder Decoders, Transfer learning, BERT etc

• Natural Language Processing : Strong NLP skills which include Language Modelling, Tokenizing, Stemmers, POS tagging, Named Entity Recognition, Topic modeling, Word embedding, Sentiment Analysis, Question Answering, Text similarity and classification, Semantic Web, Knowledge graphs etc

• Image Processing : Computer Vision, Classification, OCR, Feature Extraction, Transfer Learning etc

• Big Data : Familiar with Big data platform (Cloudera) and technologies such as Hadoop, Mahout, Spark, Kafka, Flink, Sqoop etc

• Cloud Platforms : Amazon Web Services, Google Cloud             

• Databases : Familiar with SQL, NoSQL (MongoDB, Redis) and Graph (Neo4j) databases

• Web Framework : FastApi, Flask, Django, DRF, Streamlit

• Operating System : Linux Ubuntu / Windows

• Version Control : GitHub, Bitbucket, SVN

• Project Management : Jira, Asana, Trello, Microsoft teams

Resume : Link

I blog occasionally. 

Find me on Google Scholar, LinkedIn, StackExchange , Twitter and GitHub

Get in touch with me - sreejithc321@gmail.com

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