Biranchi Nayak

Developing ML and AI workflows for end users with GUI driven pipelines, using automation in ML operations such as Auto ML, Hands on experience on AutoML libraries like TPOT, AutoSklearn, AutoKeras, Sagemaker AutoPilot. Worked on Kubeflow MLOps for end to end model training & deployment on Azure ML , AWS Sagemaker and GCP VertexAI platforms. Used MLFlow for Experiments & Trials tracking, ML Model versioning and model endpoint deployment on cloud platforms. Worked on Synthetic Data Generation using SDV (Synthetic Data Vault) for relational and non-relational tabular data. Worked on Model Explainability using SHAPLEY and AWS Clarify on Sagemaker. Experience with Sagemaker model monitoring and model interpretability. Architecting, Planning and Development of Python Flask Microservices for Machine Learning operations with Integration with MongoDB and deployment on Kubernetes clusters. POC on time series analysis of retail data using stattools and FBProphet.

Developed Product Recommendation Engine using AWS Sagemaker, AWS Lambda. Developed Chatbot using NLTK, Spacy & Google’s Dialogflow framework with integration with Slack, Telegram channels. Developed a custom Image recognition model using transfer learning for Vettons products. Experience in working on AWS Lambda, Sagemaker, AWS Rekognition, Dynamodb, SNS, SQS, Redshift, AWS Kinesis, ElasticBeanstalk. Handled migration of 10GB of data from AWS Dynamodb to AWS Redshift using Kinesis Firehose and Serverless Lambda. Developed Face Detection, Face Recognition POC applications on RaspberryPi with Twilio API integration for sending real time sms alerts.

Worked as Lead Mobile Apps Developer for iOS Native and Hybrid Apps using ObjectiveC, Ionic, Cordova, React Native frameworks. Developed KLIA Ekspres Mobile Ticketing App for ERL Sdn. Bhd, Kuala Lumpur, Malaysia, used by 1 million commuters. Developed the iHajj iOS & iPad App for Makkah Development Authority, Ministry of Tourism, Saudi Arabia.

Worked as Senior iOS mobile application developer. Developed the SIA Mobile App for SIA (Singapore International Airlines), Singapore.

Worked as iOS mobile application developer. Worked on developing end to end iOS app and publishing on the AppStore.

Worked as web application developer using PHP, MySQL & javascript frameworks like jQuery for developing frontend web applications. Hands on experience on configuring and enabling domain registration and website setup.