Harsh Soni

Forward Deployed Engineer at Kyndryl · Bengaluru

I build AI systems for real businesses and take them from proof of concept to production.

Next: FDE, AI engineer or AI architect, building with frontier AI.

About

I love working in technology. I build, ship and architect AI systems, with over five years in data and AI since my Master of Analytics at the Tata Institute of Social Sciences (TISS), Mumbai.

At Kyndryl I take on RFQs, proposals and client consulting, design the AI architecture and ship it. At UPL, as a data scientist for four years, I won a UPL OpenAg Award for my demand-forecasting work.

I also contribute to open source. This year I’ve shipped four AI systems in public, with a fifth in progress.

Experience

  1. 2026 — Now

    Forward Deployed Engineer (Lead II) · Kyndryl

    My account-opening automation for a regulated bank runs in production, and a GenAI triage layer for credit-card service requests is in UAT. I also work on Kyndryl’s internal multi-agent platform: orchestration, task planning and pluggable tools.

    • AWS Textract
    • AWS Bedrock
    • Agentic AI
    • vLLM
  2. 2022 — 2026

    Data Scientist, Digital & Analytics CoE · UPL

    I built demand forecasting for 23,000+ SKUs in 9 global regions; it raised forecast accuracy 30–35% and added USD 3M in sales. Then GenAI tools for regulatory dossiers and text-to-SQL. As technical lead, I mentored three data scientists and interns.

    • Azure Databricks
    • MLflow
    • Azure OpenAI
    • LangChain
  3. Jun — Aug 2021

    Data Science Intern · Hindustan Petroleum Corporation Limited (HPCL)

    I built an NLP model with semantic search in R, 88% accurate, and a Shiny dashboard HR managers used to explore survey themes. I later extended it into my TISS dissertation.

    • R
    • NLP
    • Semantic search
    • Shiny
  4. Dec 2020 — Feb 2021

    Data Analytics Intern · HCL Foundation

    I analysed COVID-19’s social, economic and psychological impact on beneficiaries of the Uday programme, and built the dashboard and recommendations from it.

    • Survey analytics
    • Dashboards
View full résumé

Open source

  1. WarehouseOps AI

    A multi-agent warehouse assistant that answers from your own CSVs, with 19 MCP tools and stock figures read from SQL.

    • LangGraph
    • MCP
    • Groq
    • Ollama
  2. Video Incident Intelligence

    Ask camera footage a plain-English question. You write the checks, and every answer cites the frame it came from.

    • Gemini Flash-Lite
    • OpenCV
    • numpy
    • SQLite
  3. FieldNote

    Speak a field note in Hindi or Hinglish and get a structured record, with each value linked to the audio it came from.

    • Gemini Flash-Lite
    • numpy
    • SQLite
    • FastAPI
  4. Listing Lens

    Photo in, marketplace listing out, in English and Hindi. Each field says whether the photo actually confirms it.

    • Gemini Flash-Lite
    • OpenCV
    • SQLite
    • FastAPI
  5. Decision Gatein progress

    A local 3B model makes the confident calls and sends only the hard ones to a cloud LLM. It kept 68% of messages local.

    • Liquid d1-3B
    • transformers
    • Gemini Flash-Lite
    • Python
All repositories on GitHub

Awards & education

  1. 2024 — 25

    UPL OpenAg Awards 2024–2025 trophy reading “Harsh Soni, Winner” beside a UPL Certificate of Excellence

    UPL OpenAg Awards · Winner

    The “Win win win” award in the Living the Values Awards, for my AI demand-forecasting project, with a Certificate of Excellence signed by UPL’s Chairman & Group CEO.

  2. 2025

    Databricks GenAI Innovation Award

    I was part of the UPL team that received it.

  3. May 2026

    Kyndryl and ETCIO card: Meet me at Kyndryl Booth, Harsh Soni, Forward Deployed Engineer, ETCIO Annual Conclave 2026, Goa

    Kyndryl at the ETCIO Annual Conclave 2026

    I represented Kyndryl at the company’s booth, 21–24 May, Grand Hyatt Goa.

  4. Aug 2026

    Forward Deployed Engineer – Foundation, Kyndryl

    Also: TensorFlow Developer Specialization (DeepLearning.AI); RS & GIS Applications (ISRO – Indian Institute of Remote Sensing).

  5. 2020 — 2022

    Tata Institute of Social Sciences (TISS), Mumbai

    Master of Analytics, Financial Econometrics

    Dissertation: an NLP system for HR survey analytics, extended from my HPCL internship.

  6. 2017 — 2020

    University of Kota

    B.Com (Hons.), Economic Administration & Financial Management