Harpreet Singh

DevOps Engineer

Dublin, California, United States5 yrs 8 mos experience

Most Likely To SwitchAI Enabled

Key Highlights

Expert in developing Large Language Models and AI solutions.
Strong background in statistical and probabilistic modeling.
Experience in teaching and mentoring in advanced AI topics.

Stackforce AI infers this person is a generative AI specialist with expertise in multimodal models and statistical analysis.

Contact

harpreet22happy@gmail.com LinkedIn

Skills

Core Skills

Large Language Models (llm)Ai AgentsDeep LearningStatistical ModelsMachine LearningComputer VisionJavascript

Other Skills

Retrieval-Augmented Generation (RAG)Function-callingLangChainLangGraphPyTorchScikit-LearnOpenAIMicrosoft AzureSynapse Fabric NotebooksPythonChromaDBHuggingFacePEFTAccelerateDeepSpeed

Experience

5 yrs 8 mos

Total Experience

11 mos

Average Tenure

1 yr 10 mos

Current Experience

Vagaro

Generative AI Engineer

Jul 2024 – Present · 1 yr 10 mos · California, United States · On-site

Large Language Models (LLM)Retrieval-Augmented Generation (RAG)Function-callingLangChainLangGraphAI Agents+7

Symbl.ai

MultiModal LLMs

Mar 2024 – Jul 2024 · 4 mos · United States

Building novel Large MultiModal(Text + Speech) Language Models capable of encoding and decoding input and output in text and speech
Responsibilities -
Reviewing Research Papers and Conducting POCs
preparing new speech, audio & text datasets of the order of Terabytes
creating training/fine-tuning pipelines to trigger training on multiple GPU clusters using Model & Data Parallelism
Scaling the context length of MultiModal LLMs to incorporate longer speech and text
Technologies/Domain: Python, HuggingFace, peft, Large Language Models, Accelerate, DeepSpeed

PythonHuggingFacePEFTLarge Language Models (LLM)AccelerateDeepSpeed+2

University of california, san diego

5 roles

Graduate Teaching Assistant

Mar 2022 – Jun 2022 · 3 mos

CSE 256 - Statistical Natural Language Processing
Responsible include conducting office hours, monitoring lectures and answering in-lecture questions, responding to piazza questions, grading the assignments etc

Graduate Teaching Assistant

Jan 2022 – Mar 2022 · 2 mos

MGTA 455: Customer Analytics, Winter 2022
Responsible for assisting students in class, holding office hours to help students with their doubts in the concepts as well as assignments(programming assignments in python and R), Reading and evaluating papers of students, proctoring examinations and maintaining student records.

Graduate Teaching Assistant

Sep 2021 – Dec 2021 · 3 mos

DSC40A: Theoretical Foundations of Data Science I, Fall 2021
Actively involved in conducting the office hours to help students with conceptual problems in Data Science and Machine Learning as well as conducting the discussion sections, homework development and infrastructure, exam development and other logistics(grading, lecture and slides postings etc).

Graduate Teaching Assistant

Jun 2021 – Sep 2021 · 3 mos

MGTA495: Math and Programming for Business Analytics, Summer Session 2
Actively involved in assisting the lecturer in conducting classes, organizing office hours to help students with the conceptual problems with topics in Probability and Statistics and problems in Python & R programming coding assignments

Graduate Teaching Assistant

Jun 2021 – Aug 2021 · 2 mos

COGS188: Artificial Intelligence Algorithms
Actively involved in conducting office hours to help students with the conceptual problems with topics in Probability & Statistics, Linear Regression, Perceptron, Expectation maximization & K-Nearest neighbors and problems in Python programming assignments implementing these topics. Created the questions for midterm and final term exams in these topics.