Summary
Overview
Work History
Education
Skills
Key Highlights
Accomplishments
Timeline
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Rishabh Raman

Rishabh Raman

Washington DC,DC

Summary

AI Executive | Strategic GTM Leader | Architect of $75M+ Enterprise AI Impact
Founding team member at DataRobot, instrumental in scaling the company from Series A to $6B+ valuation. Led AI transformations for Fortune 100s like Apple, Aramco, SpaceX, and UPS—driving $75M+ in lifetime value across 18 enterprise accounts. Forged landmark partnerships with Palantir and Aramco, built and scaled global DS teams, and pioneered GenAI platforms for investment, healthcare, and industrial AI applications.

Overview

15
15
years of professional experience

Work History

VP, Strategic AI Applications | Principal Data Scientist

DataRobot
03.2017 - 05.2025

Enterprise AI & Strategic Impact Led $75.7M+ in lifetime revenue generation and $20.7M+ in active ARR through strategic AI deployments across top-tier enterprise and government accounts. Recognized for scaling DataRobot from 50 employees to a $6B+ valuation. Engaged C-level clients, launched key partnerships (Palantir, Aramco), and led major cross-functional product development efforts.

Key Client Wins & Deal Sizes

  • Saudi Aramco | $13.5M Lifetime Spend | $4.5M Active ARR
    Built 4 AI applications across gas flaring reduction, diesel and kero yield optimization, downstream inventory allocation, and petrochemical investment analysis. Led a 21-person cross-company team. Delivered IdentifAI, a GenAI-powered platform for refinery investment simulation and M&A acceleration.
  • SpaceX | $2.5M Active ARR
    Designed outage forecasting for 100K+ Starlink terminals using HMMs and spectrogram telemetry analysis. Achieved 40% efficiency improvement in engineering ops.
  • Kroger | $12.86M Lifetime Spend | $2.5M Active ARR
    Created a Behavioral Health Recommender using claims + demographic data with Shapley analysis. Deployed from 17 pilots to 3000+ stores.
  • Freddie Mac | $6.07M Lifetime Spend | $2.04M Active ARR
    Rebuilt AVM using AI models over 3100+ counties. Enabled automated risk scoring and property valuations across the U.S.
  • Apple | $1.79M Lifetime Spend | $358K Active ARR
    Built hybrid ML/OR assortment optimizer. Delivered ROI across inventory and elasticity management.
  • Steward Health | $3.15M Lifetime Spend | $435K Active ARR
    Built LOS prediction and staffing models for 38 hospitals. Pilot in 8 hospitals led to $10M in Year 1 savings.

Leadership, GTM, and Product Innovation

  • Among first 5 Data Scientists at DataRobot; tripled U.S. AI team post-Series A.
  • Forged Palantir partnership; integrated LLM capabilities with ontology modeling.
  • Led design of AutoTS framework enabling competitive “survival-of-the-fittest” model runs.
  • Principal architect of IdentifAI, a generative AI platform with conversational bots, clustering, 3D refinery visualization, and predictive margin modeling.

Sr. Research Scientist (NLP)

Comcast
06.2016 - 03.2017
  • Developed voice control engine and LSTM-based sentiment classification models for customer interaction transcripts.
  • Awarded 'Innovator of the Quarter' Q4 2016.

Data Scientist (Econometrics)

Revenue Management Solutions
08.2014 - 06.2016
  • Built Random Coefficient Logit Model for McDonald's pricing, lifting revenue by 12% in pilot phase. Now standard model across markets.

Strategic Sourcing Analyst

Cummins
01.2014 - 08.2014
  • Developed regression model for commodity price outliers → $1.2M in annual savings.

Process Engineer

SK Holdings
07.2010 - 07.2012
  • Delivered $2.5M in cost savings across two international refinery projects using simulation optimization.

Education

M.S. - Industrial Engineering & Operations Research

Georgia Institute of Technology
Atlanta, GA
01.2013

B.S. - Chemical Engineering, Minor in Applied Math

Georgia Institute of Technology
Atlanta, GA
01.2010

Skills

🧠 Core ML & AI Tooling

  • Languages: Python, R, Scala, SQL
  • Frameworks: PyTorch, TensorFlow, Keras, XGBoost, LightGBM
  • ML Ops: MLflow, DVC, Weights & Biases, SageMaker
  • GenAI/LLMs: OpenAI API, LangChain, HuggingFace Transformers, RAG Pipelines, VectorDBs (FAISS, Pinecone)
  • Time Series: Prophet, Orbit, Kats, AutoTS, ARIMA, TBATS

🧪 Advanced Analytics & Modeling

  • Optimization: Gurobi, OR-Tools, PuLP, CVXPY
  • Causal Inference: DoWhy, EconML, DoubleML
  • Survival Analysis: Lifelines, scikit-survival
  • NLP: spaCy, NLTK, Gensim, BERT, GPT-based fine-tuning
  • Forecasting: Hidden Markov Models, Regime Switching, Bayesian Forecasting

🏗️ Enterprise Data & Infra

  • Big Data: Spark (PySpark), Hadoop, Presto
  • Cloud: AWS (EC2, S3, SageMaker), GCP (Vertex AI, BigQuery), Azure (ML Studio, Databricks)
  • Data Engineering: Airflow, dbt, Kafka, Pandas, Polars
  • Visualization: Tableau, Power BI, Plotly, Seaborn, Dash

🛡️ Deployment & DevOps

  • Containerization: Docker, Kubernetes
  • APIs: FastAPI, Flask, gRPC
  • CI/CD: GitHub Actions, Jenkins, Terraform (for infra-as-code)
  • Security/Compliance: TLS/AES, RBAC, ISO 27001/SOC 2 knowledge (especially for AI in regulated environments)

Key Highlights

  • Scaled DataRobot from 50-person startup to $6B+ valuation.
  • Closed and expanded 18 enterprise accounts, generating $20.7M Active ARR and $75.7M Lifetime Value.
  • Led 4 cross-company AI projects with Saudi Aramco; $13.5M lifetime value.
  • Directed DataRobot's COVID response team (25+ members) for U.S. Gov (HHS, CDC, FDA).
  • Built the IdentifAI platform—first LLM-powered co-pilot for petrochemical M&A analysis.

Accomplishments

    AWARDS & HONORS

  • Employee of the Year – DataRobot (2021, 2019)
  • EB1A “Einstein Visa” – Permanent U.S. Residency for AI Leadership
  • Innovator of the Quarter – Comcast (2016)
  • PATENTS

  • Covid Machine – ML for Epidemiological Modeling, US Gov Use
  • Self-Join Feature Discovery – USPTO App No. 63/398,984
  • Sparse Time Series Forecasting – Patent Pending

Timeline

VP, Strategic AI Applications | Principal Data Scientist

DataRobot
03.2017 - 05.2025

Sr. Research Scientist (NLP)

Comcast
06.2016 - 03.2017

Data Scientist (Econometrics)

Revenue Management Solutions
08.2014 - 06.2016

Strategic Sourcing Analyst

Cummins
01.2014 - 08.2014

Process Engineer

SK Holdings
07.2010 - 07.2012

M.S. - Industrial Engineering & Operations Research

Georgia Institute of Technology

B.S. - Chemical Engineering, Minor in Applied Math

Georgia Institute of Technology