Ujwal Tewari

AI Researcher

Bengaluru, Karnataka, India9 yrs experience
AI EnabledAI ML Practitioner

Key Highlights

  • 7+ years in AI and Machine Learning.
  • Developed multilingual chatbots and LLMs.
  • Authored papers at NeurIPS and EMNLP.
Stackforce AI infers this person is a Machine Learning and AI expert with a focus on B2C SaaS applications.

Contact

Skills

Core Skills

Machine LearningArtificial IntelligenceChatbot DevelopmentLarge Language Models (llm)Content ModerationUser PersonalisationDeep LearningComputer VisionReinforcement Learning

Other Skills

Foundation Modelsuser-product propensity estimationLlmopsBERT (Language Model)GenaiGPT-4Custom GPTsHingbertBart modelGuardrailsMicroservicesFastAPIXGBoostLong Short-term Memory (LSTM)Advertising

About

Greetings to all, I’m Ujwal Padam Tewari, Senior Research Scientist and have an experience of 7+ years in Machine learning, AI and Generative AI technologies with core focus on building customer facing products. I specialise in the real world deployment of AI-based models for automated control decision processes using both GenAI/RL/ML and evolutionary strategies in cases where human intervention would otherwise be difficult. My work spans across: • Building multilingual chat-bots with language detection/translation, intent classification and menu→static routing to reduce unnecessary LLM calls • Shipping real-time LLM conversational AI evaluations with Hallucination, Relevancy and Completeness metrics for respone quality assessment • Multi-agent RL for traffic intersections and HVAC optimisation with LSTM + RL • Goal Oriented Dialog systems • Localized Recommender units for Multi-modal inputs With a proven track record in application oriented publications at NeurIPS Deep-RL workshop (2019) and ITSC 2020 and recent submissions to CODS-2025 and EMNLP 2026 ARR. Highlights include “GameGuard”, a model-agnostic safety system with 99% jailbreak reduction, and state-wise CPM/FDA models that delivered +5.94% LTP while removing third-party enrichment and saving Rs 70 lakh/month I have also been working as an AI Ambassador at Intel Corporation, a classroom mentor for the Deep Reinforcement You can reach out to me at my mail: ujwalkaka@gmail.com. Have a great day ahead of you then.

Experience

9 yrs
Total Experience
1 yr 9 mos
Average Tenure
8 mos
Current Experience

Swiggy

Senior Data Scientist

Oct 2025Present · 8 mos · Bengaluru, Karnataka, India · Hybrid

  • Architecting and pre-training Foundation Models across IM(instamart) for user-product propensity estimation — consolidating multi-task signals (click, cart, order) into a single, reusable model backbone across the platform.
Foundation Modelsuser-product propensity estimationMachine LearningArtificial Intelligence

Games24x7

2 roles

Senior Scientist-2 Applied Research

Apr 2024Oct 2025 · 1 yr 6 mos · Bengaluru, Karnataka, India

  • Architected, developed and deployed multilingual and multi-microservice LLM driven chatbot for My11circle users for real-time personalised conversations on past transactions and FAQ base
  • Developed and deployed custom in-house guardrails by fine-tunning Hingbert model on in/out domain classification
  • Created Langraph based main service pipeline for the chatbot with FAISS/ANN based RAG and a touch based menu module able to support long turn conversations
  • Developed and deployed LLM conversation quality and content moderation pipeline called GameGuard using LLM as a judge with Facebook MNLI-bart model for multilingual queries
  • Integrated backend platform services into LLM driven and personalised replies to provide more fresh responses to the user
Large Language Models (LLM)LlmopsBERT (Language Model)GenaiChatbot DevelopmentGPT-4+7

Senior Scientist 1 - Applied Research

Nov 2022Apr 2024 · 1 yr 5 mos · Bengaluru, Karnataka, India

  • Senior Scientist 1 - Applied Research in Creative AI division
  • worked on creating multiple User personalisation model for First deposit tile recommendation and personalisation
  • Developed conversion probability and first deposit amount prediction models for ACQ team
  • Improved pan india LTP by 6% and RPL by 12% using cohort and tile recommendations given by developed models
  • trained and deployed retargeting boosting models for optimised cohort based reach-outs
  • worked on developing creative/ad banner and video understanding for dialogue and text understanding
XGBoostLong Short-term Memory (LSTM)User personalisationAdvertisingOptimisationSQL+6

Salesken

Senior AI Researcher

Nov 2021Nov 2022 · 1 yr · Bengaluru, Karnataka, India

  • Developed Real-time cueing system for CRM systems for Live Customer/Agent audio calls using Transformer based STS to Summarisation to Haystack/FAISS based Q/A
  • Worked on developing real-time computer vision pipeline for Smart room classes on Zoom/G-meet for QC and sanity checks
  • Developed automated graph based FaQ preparation pipeline from web scraping on unstructured websites and preparing Faiss index on the cleaned graph DB
PyTorchData VisualizationDeep LearningTransformersBERT (Language Model)Roberta+5

Siemens

2 roles

Research Professional

Promoted

Aug 2019Oct 2021 · 2 yrs 2 mos · Bengaluru, Karnataka, India

  • developed and deployed HVAC and energy demand forecast and optimisation using LSTM and RL models for Dubai Expo-21
  • Authored paper accepted to Neurips Deep RL workshop-19 on multi agent RL coordination for Traffic signal and time optimisation in real world
  • Developed and deployed RL models for Edge based deployment to optimise traffic green time under chaotic conditions with live stream from cameras
PyTorchData VisualizationReinforcement LearningDeep LearningTensorFlowNVIDIA cuDNN+3

AI and Deep Reinforcement Learning Researcher

Jan 2019Jul 2019 · 6 mos · Bengaluru, Karnataka, India

  • Designing and Deploying Deep RL models for traffic green light and flow optimisation for Electronic city phase-1
PyTorchDeep Learning

Intel corporation

Intel AI innovator

May 2019Aug 2021 · 2 yrs 3 mos · Bengaluru, India

PyTorchData Visualization

Udacity

2 roles

Deep Learning nanodegree Code reviewer

Mar 2019May 2020 · 1 yr 2 mos

PyTorchData Visualization

Deep Reinforcement Learning Mentor

Feb 2019Dec 2019 · 10 mos

  • Udacity to guide the students pursuing Deep RL nanodegree.
PyTorchData Visualization

Adventum

RL Researcher

Mar 2019Jul 2019 · 4 mos · Bengaluru, Karnataka, India

  • Designing RL based methods to detect and remove anomaly in medical image segmentation for OCT eye scans
PyTorchData Visualization

Indraprastha institute of information technology, delhi

Researcher

May 2018Aug 2018 · 3 mos · New Delhi Area, India

  • Research internship on Computer Vision and Deep Reinforcement Learning to control Traffic lights in real time scenario.
PyTorchData Visualization

Cerebro-iiitv,tech fest

Core Committee member

Apr 2018Apr 2018 · 0 mo · Gujarat, India

  • The Technical Fest of Indian Institute of Information Technology Vadodara.

Ntpc limited

Internship

May 2017Jul 2017 · 2 mos · Lucknow, Uttar Pradesh, India

  • Data analyst for the accumulation of attendance records and client to server communication

Gaming club-arcadia-iiitv

Secretary

Aug 2016May 2018 · 1 yr 9 mos · Gandhinagar

Institute day at indian institute of information technology,vadodara(iiitv)

Organiser

Mar 2016Mar 2016 · 0 mo · Gandhinagar

Education

Indian Institute of Information Technology Vadodara

Bachelor of Technology - BTech — Computer Science

Jan 2015Jan 2019

Coursera

Data Engineering on Google Cloud Platform Specialization — Google Cloud Platform

Jan 2018Jan 2019

Cognitive Class

Online Course Certification — Deep Learning with TensorFlow

Jan 2018Jan 2018

Udacity

Deep Learning Nanodegree — Deep learning models along with machine learing and Deep Reinforced learning

Jan 2018Jan 2018

Udemy Academy

Artificial Intelligence A-Z

Jan 2018Jan 2018

Coursera

Deep Learning Specialisation — Deep Learning

Jan 2017Jan 2017

City Montessori School

Jan 2010Jan 2014

1% Club

Personal Finance Mastery

Oct 2024Present

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