An inquisitive learner with a zeal to experiment with new ideas and technologies.I'm an aspiring data scientist who loves finding patterns and connecting dots, be it ideas from different industries, people from different backgrounds and teams, or applications from different industries. I have strong technical skills, particularly in databases and machine learning.1) Experience in Programming & frameworks like Python, C++, SQL, Tensorflow, scikit learn, pandas, numpy, spacy etc to solve problems2) Experience in solving various Machine Learning problems like Regression, Classification, Clustering, Dimensionality reduction using models like Tree-Based, Bagging, Boosting, Ensemble, Logistic regression, Linear Regression, Kmeans, PCA etc3) Experience in solving Natural Language problems like Text Classification, Named Entity Recognition, Extractive/Generative Question Answering etc5) Thorough understanding of Deep Learning algorithms like ANN, RNN, LSTM, CNN etc.6) Experience in solving Machine Learning Deployment & MLOps tasks using Flask, Sagemaker endpoints, Sagemaker pipelines & projects, AWS Lambda, Autoscaling etc7) Operating Knowledge of cloud computing platforms like AWS and GCP.
-
Machine Learning EngineerSmaro Oct 2023 - PresentHyderabad, Telangana, India -
Data ScientistShowtime Consulting May 2023 - Dec 2023Hyderabad, Telangana, IndiaTechnologies: Python, Deep Learning, Machine Learning, NLP, AWS (Sagemaker,ECR, Lambda, Elastic Inference), Pytorch, Huggingface, Tensorflow, BERT, Docker, scikit learn, Boto3, pandas, numpy, spacy, FAISS, SQL, Label-studioProjects: o Deployed Pytorch based NER model on AWS Sagemaker using Amazon Elastic inference, Torchscript, & Pytorch JIT compiler with an improvement of inference latency from 2000ms to 400ms & reduced the inference cost by 50%o Build a semantic search engine by fine-tuning a Sentence transformers model on a domain specific FAQ based Question Answering data and incorporated FAISS for efficient similarity search of dense vectors -
Data ScientistShowtime Consulting Jan 2023 - Apr 2023Hyderabad, Telangana, Indiao Crafted a high-performing, scalable ML API on AWS Lambda using Docker, AWS SAM, AWS ECR, AWS API Gateway and leveraged provisioned concurrency to solve the cold start problemo Custom NER training for Resume Screening - Employed different transformer models like Roberta & Distibert and fine-tuned them using spacy & huggingface, resulted in an overall f1-score of 0.85
-
Data ScientistIgnitus Oct 2022 - Mar 2023o Fine-tuned BERT/DistilBERT/RoBERTa models for Text Classification using Huggingface Transformers which improved F1-score from 0.78 to 0.82o Designed and implemented a scalable NLP API using Fast API and Docker, deploying it on AWS Fargate with the aid of AWS ECS and ECRo Trained a clustering model for customer reviews data using k-means by incorporating GPT-3 embeddings as the features which improved the model performance immensely as compared to the traditional word embedding techniques like word2vec & TF-IDF
Satyam Dwivedi Education Details
Frequently Asked Questions about Satyam Dwivedi
What company does Satyam Dwivedi work for?
Satyam Dwivedi works for Smaro
What is Satyam Dwivedi's role at the current company?
Satyam Dwivedi's current role is Machine Learning Engineer | IIIT.
What schools did Satyam Dwivedi attend?
Satyam Dwivedi attended Indian Institute Of Information Technology Design & Manufacturing Kancheepuram.
Not the Satyam Dwivedi you were looking for?
-
-
Satyam Dwivedi
Delhi, India -
Satyam Dwivedi
Bengaluru -
1beyondid.com -
Satyam Dwivedi
Computer Science Engineer | Salesforce Certified In Ai, | Cloud And Cybersecurity | Data Analyst | Software Engineer | Passionate About Continuous LearningDelhi, India
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial