Kumar Shubham

Product Manager

San Francisco, California, United States6 yrs experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Ranked 25th among 200K participants on Kaggle
  • Expertise in post-training of LLMs for gaming
  • Mentor for aspiring AI professionals
Stackforce AI infers this person is a skilled AI researcher with a focus on generative AI and machine learning applications.

Contact

Skills

Core Skills

Large Language Models (llm)Artificial Intelligence (ai)Data Science

Other Skills

AI Alignment & SteerabilityAI Characters UniverseAI NPCsAI infrastructure designAlgorithmsAnimations for 3D AvatarApache AirflowAsset retrievalAuto-PromptingC++Character AutoGenCompetition rankingComputer ScienceComputer VisionConvolutional Neural Networks (CNN)

About

Hey, I'm Kumar! I am a super passionate individual with zeal for Maths, Coding and anything to do with AI! I'm working in AI Research at Genies and have worked at Meta & Jio Saavn before! My expertise lies in post-training of LLMs for applied use cases specifically character-roleplaying, Game-NPCs! My life mantra is to take action for what I want to achieve, whether for career, personal life, dreams and goals, and worry only about things I can control! I'm a Kaggle competitions grandmaster and have been ranked 25th out of 200K participants on Kaggle! I am super excited about making LLMs super intelligent, specifically for code generation, maths problem solving, game-playing or any generic reasoning tasks! One of my dream project is to make LLMs intelligent enough to trade stocks (and help me grab few bucks haha)! I am open to mentoring people who believe I can be a little help to them! Feel free to reach out and I'll try to do my best :) For collaboration on projects, email me @ - kumarshubham.ml29@gmail.com Kaggle Portfolio: https://www.kaggle.com/ks2019 Twitter: https://twitter.com/shubh_KS08 Github: https://github.com/kumar-shubham-ml

Experience

Genies

Research Engineer

Nov 2024Present · 1 yr 5 mos · San Mateo, California, United States

  • LLM Roleplaying, RAG - Knowledge and User Memory, Animations for 3D Avatar, Text2SQL, AI NPCs
LLM RoleplayingRAG - Knowledge and User MemoryAnimations for 3D AvatarText2SQLAI NPCsLarge Language Models (LLM)+1

Meta

AI Resident

Aug 2022Aug 2024 · 2 yrs · California, United States · On-site

  • Generative AI Team (Feb 2023 – Present)
  • Character AutoGen for AI Studio
  • User Prompt-Suggestions for AI Characters
  • AI Characters Universe
  • Finetuning & Evaluation of Large Language Models (llama3), Reward Modeling, Auto-Prompting, Synthetic Data Generation, Redteaming, AI Alignment & Steerability
  • Horizon (AI for Metaverse) Team (Aug 2022 – Feb 2023)
  • Developed Multimodal AI systems for asset retrieval & scene captioning in 3D VR worlds
Generative AICharacter AutoGenUser Prompt-SuggestionsAI Characters UniverseFinetuning & Evaluation of LLMsReward Modeling+9

Kaggle

Competition Grandmaster

Mar 2022Present · 4 yrs 1 mo

  • ● Best ranked 25th among 200k Kagglers, best ranked 1st in India
  • ● 5 competition gold medals & 18 competition silver medals (including 14 top 25 finishes)
Competition rankingGold medalsSilver medals

Jiosaavn

2 roles

Senior Software Engineer

Promoted

Dec 2021Aug 2022 · 8 mos

  • Song Tagging, Recommendation Systems & AI infra design
Song TaggingRecommendation SystemsAI infrastructure designArtificial Intelligence (AI)Data Science

Software Engineer

Aug 2020Dec 2021 · 1 yr 4 mos

TransformersPythonArtificial Intelligence (AI)

Sapient

Software Engineering Trainee (Resume Parser and Smart Recruiter)

May 2019Jul 2019 · 2 mos · Gurugram, Haryana, India

  • Resume Parsing and Screening Tool
Python

Myways

Head, Machine Learning Team

Jan 2019May 2019 · 4 mos · New Delhi Area, India

  • Head, ML Team (Jan 2019 – Apr 2019, Aug 2019 – Dec 2019) [Startup]
Python

Education

Indian Institute of Technology, Delhi

Bachelor of Technology - BTech — Biotechnology(Major Area) | Computer Science (Minor Area)

Jan 2016Jan 2020

Delhi Public School

Intermediate — Science- Mathematics

Jan 2013Jan 2015

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