Welcome



  • Github.com/Karan36k
  • Linkedin.com/in/karanaro
  • 007
  • karan39k@gmail.com
  • April 13, 1996

KARAN ARORA

I can talk to the data, identify unbiased and generalisable patterns, and then communicate technical outcome to a non-technical audience.

EDUCATION AND PAPERS
BACHELORS & MASTERS - COMPUTER SCIENCE (HONORS) RESEARCH PAPER 1
 Inertial-based Spectral Gradient Method for Solving Nonlinear Equations
RESEARCH PAPER 2
Aspect Based Sentiment Analysis Using Deep Learning RESEARCH PAPER 3
Viola Jones, Haar Cascade Along and Neural Networks

WORK EXPERIENCE

Senior Data Scientist


GenAI & MLOps Lead Tredence Analytics
09/2023 - Present
1. Developed Causal AI models (Demand Transfer, Price Elasticity, Fixed/Random Effect Models) unlocking $500M+ in verifiable annual sales.
  • 2. Leding a team of 7 Data Scientists across a $2B+ portfolio, driving Agentic Workflow adoption.
  • 3. Deployed LLM Agents (Qwen/Llama-3 fine-tuning) automating complex planning workflows, reducing manual effort by 80%.
  • 4. Designed and operationalized a RAG-based Conversational AI System for enterprise QnA, saving 100+ team hours weekly across 1,200+ retail employees. Scaled MLOps pipelines (SageMaker, Airflow, MLflow) reducing model latency and cutting compute costs by 15%. Built Multi-Modal Forecasting Systems (LSTMs, Prophet, XGBoost), achieving a 30% lift in forecast accuracy.
  • Conducted 100+ AI/ML interviews & represented the firm across 10+ Tier-1 institutes IITs, Top NITs, BITS Goa

    • Senior Data Scientist


    Bajaj Finance
    12/2021 - 09/2023
    1. Engineered Propensity Models (XGBoost, LightGBM, CatBoost) for channel triggering, saving ₹7.5+ crore (~$900K) annually.
  • 2. Led a team of 3 Data Scientists in advanced ML development and tuning for FinTech applications.
  • 3. Executed Dynamic Customer Segmentation (HDBSCAN & K-Means) on 100M+ transactions, improving base efficiency by 35%. Built a Real-Time Credit Scoring Engine (ATOS HIT, CIBIL integration), generating 50,000+ leads per month. Deployed hyper-personalized marketing campaigns boosting engagement rates by 22%. Oversaw strategic Power BI Dashboards managing ₹50 crore+ in annual promotions for 2.3 crore+ customers.

    Programming

    Databases

    Dashboarding

    Machine Learning

    Data Cleaning

    Data Mining

    Deployment

    HOBBIES



    Reading


    Programming


    Writing


    Cooking


    Chess


    Gaming

    Achievements

    1st Place Winner - (India)
    Start-a-thon 2.0


    Won 1st Place with Prizes worth %9100,000 over 450 competitors in the National-Level Entrepreneurship Competition organized by SP-TBI.

    1st Place Winner
    St. Mary's School

    Played as a Striker for DPS Football Team, won 1st prize in District Level Championship for Meerut City District.

    1st Place Winner - (Pune NE)
    Toastmasters Debate Club

    Awarded as the Best Debut Speaker on 1st speech at Toastmasters Club Pune North East, won multiple times Best Speaker of the Day Award too

    Technical Organizer- "Explore" -
    Chitkara University

    Conducted the National Level Digital Fiesta, taking care of Technical and Gaming Events. Coordinated with a sizable team of 30+ members.
    Social Aid Work - NGO

    1. Volunteer - COVID NGO Relief - Sparks Foundation
      2. Volunteered at the ground level and managed a small team at the NGO for the aid in hunger and medical needs for the needy people in Mumbai.

    2. Mentor- NGO Umeed

      3. Worked with the team and successfully conducted Science and Mathematics teaching sessions in New-Delhi and nearby areas.
    3. Social Aid Worker- NGO Adhvan Foundation
    4. Provided Science Lessons to students, also wrote regular assignments.

    • +91 8556059020

    • karan39k@gmail.com

    • Delhi, India


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