Ankit S.

I am data scientist and software developer. I have expertise in Computer Vision, NLP, & Machine Learning algorithms. # In Computer Vision, I implemented models like 1. Image classification 2. Object Detection 3. Image segmentation 4. Image enhancement & restoration 5. Video classification and Compression. # In NLP, I worked on 1. Text Classification 2. Sentiment analysis 3. Neural machine translation 4. Text summarisation 5. Entity Extraction # Dataset I have worked on 1. Medical image 2. Solar energy 3. Satellites and IR sensor data 4 Text 5 Images # Framework I am familiar to: 1. Tensorflow 2. Keras 3. Scikit learn 4. Pytorch 5. Numpy 6. Pandas 7. Xgboost/catboost 8. OpenCV # Neural networks architecture I have implemented, 1. CNN 2. LSTM/RNN/GRU 3. TRANSFORMER 4. GAN & it's Variants # Popular architecture I have worked on: 1. Alexnet 2. Resnet 4. Mobilenet 5. Faster RCNN & it's variants 6. DEEPLAB & it's variant 7. YOLO 9. Auto encoder # programming language 1. Python 2. Java 3. C++ # Database 1. Postgress 2. MongoDb 3. Cassendra # Architecture 1. Event driven Microservice architecture 2. Event sourcing 3. Message brokers 4. Load Balancing 5. Caching startegy 6. Rate limitter 7. Security # Common technology, 1. Kafka 2. Redis 3. Rabbitmq 4. Api gateway 5. Nginx 6. Service Mesh 7. Spark 8. Airflow # Application design and development 1. Designed a multi-tenant Saas application for data monitoring and validation. 2. Designed a Ecommerce like application for printing Industry. 3. Design and developed ML inference engine. 4. Hands on Cassendra and mongoDb 5. Well versed with kafka and rabbitMQ 6. Experimce of designing microservices, high level and low level design of an application. 7. Fastapi | Django | Flask | SpringBoot