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Rutvik Raut

AI Engineer at Viridium.AI | Researcher | MS in Machine Learning from Stevens Institute of Technology | Reasoning, Ethics and Contextual Understanding in LLMs

India
500+ connections
Rutvik Raut on LinkedIn

Updated 1 month ago

7+

Years Experience

6

Roles

57

Skills

2

Education

About

Hello! I'm Rutvik, a data professional working across domains to provide analytics solutions. I specialize in developing end-to-end systems for Generative AI, Time Series Forecasting, and Anomaly Detection that have saved costs of up to $2 million for customers. I've helped business stakeholders make decisions through my storytelling skills which has helped increase sales and generated 20% more revenue. I'm skilled in the following areas - 1. Programming Languages: Python, R, C, C++, Scala 2. Databases: PostgreSQL, MySQL, MongoDB, InfluxDB 3. Libraries, Frameworks and Models: A. Generative AI: LangChain, LlamaIndex, Pinecone, Chroma, GPT, Llama B. Machine Learning: NumPy, SciPy, Pandas, Scikit-Learn, JAX, Statsmodels C. Deep Learning: TensorFlow, PyTorch, Keras, MXNet, CUDA D. NLP: NLTK, SpaCy, Gensim, Hugging Face Transformers E. Data Engineering: Airflow, Spark, Hive, Hadoop, MapReduce F. Ops: MLFlow, Kubeflow, Weights & Biases, Docker, Kubernetes G. Visualization: Matplotlib, Seaborn, Plotly, GGplot, Tableau H. Web: Flask, Django, Scrapy, Beautiful Soup 4. Cloud: AWS (S3, EC2, Lambda, RDS, EKS, Glue, SageMaker, RedShift, Athena), GCP, Snowflake 5. Tools and OS: Jupyter Notebook, VSCode, RStudio, Databricks, Jira, Git, Github Actions, Mac OS, Windows, Linux 6. Other Skills: Product Analytics (KPIs, Metrics), Quantitative Analysis, A/B Testing, Causal Inference, Experimentation, Demand Planning

Experience (6 roles)

Viridium.AI · Full-time

AI Engineer

Current

Viridium.AI · Full-time

Nov 2024 - Present · 1 yr 5 mos·Pune, Maharashtra, India · Hybrid
Stevens Institute of Technology · Full-time

Research Assistant

Stevens Institute of Technology · Full-time

Oct 2023 - Jul 2024 · 10 mos·Hoboken, New Jersey, United States

1. Analyzing clinical datasets for COVID-19 and influenza-like illnesses (ILI) to observe and understand factors contributing to seasonal flu for employing transfer learning. Optimized a gradient-boosting regression (GBR) model to forecast hospitalizations for 4 weeks for 52 U.S. states with a mean ...

Part-time · 10 mos

2 roles · Aug 2022 - May 2023

Head Teaching Assistant

Jan 2023 - May 2023 · 5 mos·Hoboken, New Jersey, United States

Graduate Teaching Assistant

Aug 2022 - May 2023 · 10 mos·Hoboken, New Jersey, United States

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Education (2)

Stevens Institute of Technology

Stevens Institute of Technology

GPA - 3.7 / 4 Degree Certificate

Savitribai Phule Pune University

Savitribai Phule Pune University

GPA - 3.67 / 4

Skills (57)

AI Engineering

LangChainLlamaIndexChroma

AWS

LambdaLambdaRDSS3EC2EKS

Backend

PythonPythonTemporalFlaskDjangoTemporal

Data Science

PandasMatplotlibTableauTableauSeabornNLTKVS CodePlotlyRStudio

Database

MySQLPostgreSQLMySQLMongoDBPineconeSnowflakePostgreSQL

DevOps

AWSDockerKubernetesCloudAWSDockerKubernetesCloudGitLinux

DevOps Tool

JiraGitHub

ML Engineering

MLflowTensorFlowscikit-learnJAXspaCyTransformersMLflow

MLOps

AirflowHugging FaceKubeflowSageMakerAirflow

Other

Transformer ModelsModel Interpretation
Certifications (2)

Team Software Engineering with AI

Coursera

Generative AI with Large Language Models

Coursera

Publications (1)

Packet Forwarding using Artificial Neural Network in Software Defined Networking

National Conference on Emerging Trends in Computer Engineering and Technology · Jan 28, 2018

Languages (2)
English(Full professional proficiency)German(Elementary proficiency)
Volunteer Experience (2)

Cadet

National Cadet Corps

Jun 2009 - May 2011 · 2 yrs

Plogger

Pune Ploggers

Oct 2020 - Aug 2021 · 11 mos

Honors & Awards (2)

Photography Competition Award

Issued by International Student and Scholar Services of Stevens · Dec 2021

Associated with Stevens Institute of Technology Winner of the Annual Photography Competition under the Category of Most Memorable Experience Abroad.

Innovative Project Award

Feb 2017

Associated with Savitribai Phule Pune University Received an award for the 2nd best innovative project of the year

Frequently Asked Questions

What is Rutvik Raut's current role?
Rutvik Raut is currently working as AI Engineer at Viridium.AI · Full-time.
Where did Rutvik Raut study?
Rutvik Raut studied Master of Science - MS, Machine Learning at Stevens Institute of Technology. They have 2 education entries on their profile.
What skills does Rutvik Raut have?
Rutvik Raut's top skills include Lambda, Transformer Models, Model Interpretation, AWS, Python. They have 57 skills listed on their profile.
Where is Rutvik Raut based?
Rutvik Raut is based in India.

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