< Suvojit Hore />
Senior AI Engineer @ EXL

Suvojit Hore

$ _

I build and ship AI agents into production. Based in Bengaluru, Sydney & UAE. 6.5+ years across GenAI, NLP, Computer Vision, and Deep Learning.

Suvojit Hore
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01

In the Spotlight

Conference talks, community features & showcases.

Suvojit presenting the AI Twin demo on stage at MLDS 2025
🎤 Conference Talk

AI Twins — Beyond the Mirror @ MLDS 2025

Presented a research paper on AI Twins on the main stage of India's biggest AI developers summit — digital avatars with real-time, lifelike interactions using LLMs, lip-sync & speech synthesis. Featuring EXL's CEO interacting with his own AI Twin.

MLDS 2025 · AIM View post ↗
Suvojit presenting RAG and Graph RAG concepts at DevPalooza 4.0
🎤 Conference Talk

Building an AI Twin with NVIDIA NIM

Spoke at DevPalooza 4.0 on building AI Twins using NVIDIA Inference Microservices — a packed session with a live showcase and great audience Q&A.

DevPalooza 4.0 · AIM × NVIDIA View post ↗
Suvojit Hore speaking at MLDS 2024
🎤 Conference Talk

Natural Language to SQL @ MLDS 2024

Featured by AIM for "Breaking the Language Barrier" — an LLM-powered chatbot that turns natural language into SQL for retail media campaign planning at dunnhumby.

MLDS 2024 · AIM View post ↗
AIM × NVIDIA DevPalooza 4.0 speaker card featuring Suvojit Hore
📣 Speaker Feature

Featured by AIM × NVIDIA

"Creating Your AI Twin: The Future of Personalized AI with NVIDIA" — official speaker spotlight for DevPalooza 4.0 on AI workloads & GPU computing.

DevPalooza 4.0 · NVIDIA View post ↗
MLDS 2025 speaker announcement featuring Suvojit Hore
📣 Speaker Feature

MLDS 2025 Distinguished Speaker

Announced by AIM as a speaker for MLDS 2025 — "Beyond the Mirror: AI Twins for Personalized Interaction Using Large Language Models".

MLDS 2025 · AIM View post ↗
EXL speakers card for the MLDS 2025 AI Twins session
📣 Featured by EXL

EXL Spotlight — Digital Twins & Agentic AI

EXL's official feature on the MLDS 2025 session — how AI Twins & LLMs are revolutionizing business interactions and shaping the future of technology.

MLDS 2025 · EXL View post ↗
AWS, Azure and NVIDIA certification badges
🎓 Certifications

AWS · Azure · NVIDIA Certified

AWS ML Specialty & AI Practitioner, Azure AI Engineer & Data Scientist Associate, and NVIDIA Certified Associate in Generative AI LLMs.

5 certifications View post ↗
🎥 Featured Media

Enhancing LLMs — Deep Learning DevCon

Talk on enhancing Large Language Models by integrating human preferences and conditional reinforcement learning, presented at Deep Learning DevCon.

DLDC · AIM View media ↗
🏆 Recognition

Early Trailblazer Award — EXL

Recognized at EXL with the Early Trailblazer Award for driving agentic AI innovation and production impact across global engagements.

EXL · 2024 View media ↗
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Impact in Numbers

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Agentic AI Projects Built & Deployed in Production
Claims processing, PII masking, chatbots, compliance & more
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0%
Sales Increase — Recommendation Engine
UK's largest retailer · Dunnhumby
0K+
Claims Processed Autonomously
Agentic claims system · Claude Opus · EXL
🛡️
0M+
PII Data Points Masked & Secured
LLM-powered deidentification tool · EXL

Cost Savings Delivered Through AI Automation

Across global markets — insurance, retail, banking, legal & healthcare

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A$0M+
Australia · Insurance Claims Automation
EXL Sydney — Agentic claims processing reducing manual workload
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£0K+
United Kingdom · Retail & CPG Analytics
Dunnhumby — Recommendation engine & NL-to-SQL automation
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0K+
Europe · Banking & Telecom Automation
Cluster analysis, chatbot automation & compliance AI
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$0M+
USA · Banking & Food Processing AI
Automated analytics, OCR & real-time image classification

Recognition & Thought Leadership

Awards, publications, certifications & conference talks across the AI community

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Awards & Honors
Early Trailblazer, Emerging Analyst, Hackrush Winner, GMS Star, ISI Medal
📄
0+
Research Publications
Lattice, Infosys, SRM — AI Twins, NL-to-SQL, RLHF, CV & more
🎓
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Professional Certifications
AWS, NVIDIA, Databricks, Microsoft Azure, Docker, IIT Madras, ISI
🎤
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Conference Talks at MLDS
Machine Learning Developers Summit 2024 & 2025 — presented AI Twins & NL-to-SQL
03

About Me

I'm a Forward Deployed Senior AI Engineer at EXL, building and shipping AI agents into production. I currently ship productionized agentic claims-processing systems for the insurance industry that autonomously analyze incidents, make decisions, and manage memory across interactions.

With 6.5+ years of experience across Generative AI, NLP, Computer Vision, Deep Learning, and traditional ML, I specialize in turning LLMs and diffusion models into reliable, production-ready applications following standard DevOps practices and CI/CD pipelines. I hold a Master's in AI/ML from BITS Pilani (NLP specialization) and lead a small team of AI engineers and data scientists, owning delivery end-to-end.

Previously at EY, Dunnhumby, and Infosys R&D, I've solved business problems across insurance, banking, retail, healthcare, legal, and hardware. I thrive in high-ambiguity environments where the path forward isn't yet defined.

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Years Experience
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Industries Served
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Companies Worked
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Global Markets
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LinkedIn Followers
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Languages Spoken
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Technical Arsenal

AI & ML

Large Language Models95%
RAG Systems93%
Agentic AI & Autonomous Agents94%
NLP & NL-to-SQL92%
Computer Vision & Diffusion Models88%

Engineering

Python96%
PyTorch / Transformers92%
Docker & Kubernetes90%
DevOps & CI/CD89%
AWS / Azure / Databricks91%

Frameworks & Infra

LangChain / LangGraph / Autogen / Crew AI93%
Vector Databases90%
FastAPI / Flask / Streamlit / Gradio91%
Model Serving (vLLM, TGI)87%
SQL / PySpark / Pandas89%
Python PyTorch Transformers Hugging Face LangChain LangGraph Autogen Crew AI vLLM OpenAI Claude Gemini AWS Azure Databricks Docker Kubernetes FastAPI Streamlit Gradio PySpark OpenCV NVIDIA Redis Python PyTorch Transformers Hugging Face LangChain LangGraph Autogen Crew AI vLLM OpenAI Claude Gemini AWS Azure Databricks Docker Kubernetes FastAPI Streamlit Gradio PySpark OpenCV NVIDIA Redis
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Career Journey

Aug 2024 — Present

Senior AI Engineer Forward Deployed

EXL · Sydney, Australia & Bengaluru, India

Leading forward-deployed AI engineering for enterprise insurance clients. Engineered Agent Toolkit, a reusable agent-building framework adopted across all agentic AI initiatives. Productionized an agentic claims-processing system with Claude Opus that autonomously analyzes incidents, maintains memory, and drives end-to-end claims decisions. Built a PII deidentification tool with iterative feedback loops, a GenAI insurance chatbot (GPT-5, Mistral), and AI Twins digital avatars. Won the Early Trailblazer Award (2024) and Emerging Analyst Award (2025).

Agentic AIClaude OpusGPT-5MistralRAGProduction AI
Nov 2024

M.Tech · AI & Machine Learning

BITS Pilani · Online

Master of Technology in Artificial Intelligence and Machine Learning with specialization in Natural Language Processing. Strengthened foundations in deep learning, NLP, and production ML systems.

NLP SpecializationDeep LearningProduction ML
May 2024 — Aug 2024

Senior Data Scientist

EY (Ernst & Young) · Noida, India

Built a multimodal LLM compliance solution verifying image, video, audio, and text data in advertisements to ensure guideline adherence for computer hardware clients. Developed a chatbot with a fine-tuned open-source LLM answering queries about India's new legal framework — Bhartiya Nyaya Sanhita.

Multimodal LLMFine-TuningComplianceLegal AI
Dec 2021 — May 2024

Senior Applied Data Scientist

Dunnhumby · Gurgaon, India

Drove AI initiatives across retail and ecommerce. Built an NL-to-SQL chatbot with fine-tuned LLMs converting natural language to SQL and Python code — won the Hackrush Hackathon (Nov 2023). Developed a RAG-powered AI dashboard and coding-assistant bot using vector databases. Designed a recommendation engine for the UK's largest retailer that increased sales by 315%. Built healthy food recommendation (XGBoost, Fasttext), media campaign evaluation, and customer family segmentation. Received the GMS Star Award (Dec 2022) for healthy product classification.

LLMsNLP-to-SQLRAGRecSysXGBoost315% Sales Lift
Dec 2019 — Dec 2021

Research Data Scientist · AI/ML R&D

Infosys · Bangalore, India

Developed synthetic image generation using Pix2Pix C-GAN for privacy-preserving dataset creation on the iEDPS platform. Built a chatbot with RASA for a British telecom's internal stakeholders, an automated cluster analysis and topic modelling dashboard for an American bank, and a real-time meat image classifier (CNN) for an American food processor. Also built automated form/receipt OCR (OpenCV, Tesseract) and image preprocessing pipelines. Received Award for Excellence (Rise Insta Awards, Jun 2021).

Pix2Pix C-GANRASACNNOCRTopic ModelingSynthetic Data
May 2019

B.Tech · Mechanical Engineering

SRM Institute of Science and Technology · Chennai

Built foundations in engineering and AI. Published research on 3D printing food in space (Mar 2018). Completed Kaizen Robotics program at IIT Madras (runner-up, Oct 2015), and won the Mathematics Talent Reward Program at ISI Kolkata (Jan 2014). Active in ASME, ISHRAE, and Aaruush (Event Coordinator).

Robotics3D PrintingASMEISHRAEISI Kolkata
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Featured Work

🪞 Agentic AI · EXL

AI Twins — Digital Avatars with LLMs

Built an application to create AI Twins — digital avatars that replicate an individual's appearance, voice, and speech using Agentic AI, RAG, and lip-sync. Published in Lattice and presented at MLDS 2025. Won the Early Trailblazer Award at EXL for delivering this project for the EXL CEO within 3 months of joining.

Agentic AILLMsRAGLip-Sync
⚙️ Framework · EXL

Agent Toolkit — Reusable Agent Framework

Engineered a reusable agent-building framework adopted across all agentic AI initiatives at EXL. Standardizes how agents are built, configured, and deployed — accelerating time-to-production for new agentic use cases across teams.

Agentic AIFrameworkPythonProduction
🛂 Production · EXL

Agentic Claims-Processing System

Developed and productionized an agentic claims-processing system for insurance that autonomously analyzes incidents, maintains memory across interactions, and drives end-to-end claims decisions. Powered by Claude Opus.

Claude OpusAgentic AIMemoryInsurance
🔐 Privacy · EXL

PII Deidentification Tool

Built a PII deidentification tool leveraging LLMs with iterative feedback loops to mask and replace sensitive data — enabling safe use of real customer data in AI pipelines and model training without exposing personally identifiable information.

LLMsPII MaskingFeedback LoopsPrivacy
💬 GenAI · EXL

GenAI Insurance Chatbot

Deployed a GenAI chatbot enabling stakeholders to query insurance documents, retrieve policy details, and file claims through natural language. Built with OpenAI GPT-5 and Mistral for enterprise-grade document understanding.

GPT-5MistralRAGInsurance
👁️ Multimodal · EY

Multimodal LLM Compliance Solution

Built a multimodal LLM-based compliance solution to verify image, video, audio, and text data in advertisements — ensuring they follow guidelines and rules for computer hardware clients. Unified cross-modal verification in a single AI pipeline.

Multimodal LLMImageVideoAudioText
⚖️ Legal AI · EY

Bhartiya Nyaya Sanhita Legal Chatbot

Developed a chatbot with a fine-tuned open-source LLM to answer queries about India's new legal framework — the Bhartiya Nyaya Sanhita. Made complex legal knowledge accessible through natural-language Q&A.

Fine-Tuned LLMLegal AIOpen SourceQ&A
🏆 Hackathon Winner · MLDS 2024

NL-to-SQL Chatbot Dashboard

Built a chatbot for business users using fine-tuned open-source LLMs to convert natural language to SQL and Python code, providing actionable data insights. Won the Hackrush Hackathon at Dunnhumby (Nov 2023). Published in Lattice and presented at MLDS 2024.

Fine-Tuned LLMsNLP-to-SQLPython CodeDashboard
📊 RAG · Dunnhumby

RAG-Powered AI Coding Dashboard

Developed a RAG-powered AI dashboard and a bot to assist data scientists with coding, error debugging, and internal solution queries using vector databases. Sped up internal data-science workflows with grounded, context-aware assistance.

RAGVector DBCoding AssistantDebugging
📈 RecSys · Dunnhumby

Recommendation Engine — 315% Sales Lift

Designed and deployed a recommendation engine for new products for the UK's largest retailer — increased sales by 315%. Combined healthy food recommendation (XGBoost, Fasttext), media campaign evaluation (Random Forest, K-means), and customer family segmentation (XGBoost) for leading Norwegian and UK clients.

XGBoostFasttextRandom ForestK-Means
🛒 Personal Project

Vibe Shopping App

Built a vibe shopping app powered by diffusion models, LLMs, MCP Servers, and Clawdbot (Openclaw). Personal side project exploring agentic commerce — letting users shop through natural-language vibes with AI-generated product discovery.

Diffusion ModelsLLMsMCP ServersOpenclaw
🖼️ Computer Vision · Infosys

Synthetic Image Generation — Pix2Pix C-GAN

Developed synthetic image generation using Pix2Pix C-GAN for privacy-preserving dataset creation on the iEDPS platform — creating training data to improve model performance without manual labeling. Published at Infosys (Jul 2021).

Pix2Pix C-GANSynthetic DataPrivacyiEDPS
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Publications

Feb 2025

Beyond the Mirror: AI Twins Using Large Language Models

Lattice · Presented at MLDS 2025

LLM
Jan 2024

Breaking the Language Barrier — Natural Language to SQL Using Large Language Models

Lattice · Presented at MLDS 2024

NL-to-SQL

Enhancing Large Language Models — Integrating Human Preferences and Conditional Reinforcement Learning

Lattice

RLHF
Jul 2021

Automated Cluster Analysis on Unstructured Data — iEDPS

Infosys · Co-author: Gayathri Nadella

NLP
Jul 2021

Computer Vision Applications through iEDPS's Synthetic Image Generation

Infosys · Co-author: Gayathri Nadella

CV
May 2021

Chatbot with Google DialogFlow

Infosys CodeStore · Co-authors: Santosh Saste, Suman Kumar Reddy, Sanmathi Parvatikar

Chatbot
Mar 2018

3D Printing Food in Space

SRM University

Research
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Certifications & Awards

Certifications

AWS
AWS Certified AI Practitioner Amazon Web Services · Jan 2025 · Expires Jan 2028
NV
NVIDIA-Certified Associate: Generative AI LLMs NVIDIA · Jan 2025 · Expires Jan 2027
DB
Large Language Models — Application Through Production Databricks · Oct 2023
AZ
Microsoft Certified: Azure Data Scientist Associate Microsoft · Aug 2021 · ID H915-5991
AZ
Microsoft Certified: Azure AI Engineer Associate Microsoft · Aug 2021
AZ
Microsoft Certified: Azure Data Fundamentals Microsoft · Aug 2021
AZ
Microsoft Certified: Azure AI Fundamentals Microsoft · Jul 2021 · ID H910-3708
DK
Docker for Data Scientists LinkedIn · Oct 2021
IIT
Kaizen Robotics Program Lema Labs, IIT Madras · Oct 2015
ISI
Mathematics Talent Reward Program (MTRP) ISI Kolkata · Feb 2014

Awards & Honors

1st
Early Trailblazer Award — AI Twins for EXL CEO EXL · Oct 2024
Emerging Analyst Award — Agentic AI Client Innovation EXL · 2025
🏆
Winner — Hackrush LLM Hackathon (NL-to-SQL Chatbot) Dunnhumby · Nov 2023
GMS Star Award (Quarterly) — Healthy Product Classification Dunnhumby · Dec 2022
Award for Excellence — Rise Insta Awards Infosys R&D · Jun 2021
2nd
Second Position — Quadcopter Workshop Competition Robosapiens · Oct 2016
2nd
Runner Up — Kaizen Robotics Competition Lema Labs, IIT Madras · Oct 2015
1st
Medal of Distinction — Mathematics Talent Reward Program ISI Kolkata · Jan 2014
09

Let's Build Together

Have a project in mind?

Whether you need to deploy AI at scale, build an intelligent product, or solve a complex ML challenge — I'd love to hear about it.

🌐 Languages

Bengali Native English Professional Hindi Professional German Elementary Spanish Elementary
Download Resume in Message on LinkedIn