Gaurank Maheshwari

AI Researcher

San Francisco, California, United States3 yrs 3 mos experience
AI EnabledAI ML Practitioner

Key Highlights

  • Expert in deploying large language models efficiently.
  • Strong background in AI and machine learning systems.
  • Recognized as AAAI-26 Spotlight Author.
Stackforce AI infers this person is a Machine Learning Engineer with a focus on AI systems and production deployment.

Contact

Skills

Core Skills

Machine LearningAiData EngineeringEtlTeachingData ScienceLeadershipManagementEvent PlanningStrategic PlanningTeam Coordination

Other Skills

Production DeploymentLow-latency InferencePythonSQLData ModelingLangChainFastAPIAWSCI/CDDeepgram ASRHugging FaceGPTLLMPyTorchCUDA

About

I am an AI/ML Engineer with 2+ years of experience building end-to-end AI systems across applied machine learning, large language model pipelines, data workflows, and production deployment. My work spans classical modeling, multimodal signal processing, and modern NLP, supported by strong engineering depth in Python, C++, SQL, and scalable MLOps practices. Across research and industry roles, I have delivered systems that improve model accuracy, reduce inference latency, and make large models practical in real-world environments. I work extensively on efficient LLM deployment, GPU acceleration, and runtime optimization using PyTorch, CUDA, TensorRT, and LangChain, with a focus on performance, reliability, and production readiness. I also maintain strong algorithmic fundamentals through competitive programming and am a LeetCode Knight, reflecting consistent high-level problem-solving and systems thinking. I am an AAAI-26 Spotlight Author in the top 11% and an NSF AWARE-AI Trainee. I recently completed my M.S. in Data Science at Rochester Institute of Technology and am based in the United States with full STEM OPT eligibility. I am actively seeking full-time Machine Learning or AI Engineering roles and can join immediately.

Experience

3 yrs 3 mos
Total Experience
9 mos
Average Tenure
4 mos
Current Experience

Cogbias ai

AI Engineer

Jan 2026Present · 4 mos · Atlanta, Georgia, United States · Remote

  • Developing and integrating machine learning models into a production AI API, with a focus on low-latency inference, system reliability, and clean interfaces for downstream product features.
Machine LearningAIProduction DeploymentLow-latency Inference

Rit venture creations incubator

Automation Engineer

Aug 2025Dec 2025 · 4 mos · Rochester, New York, United States · Hybrid

  • 1. Migrated 6+ operational workflows into unified relational databases using Python and SQL ETL pipelines, reducing data
  • inconsistency incidents by ~40% and enabling real time operational reporting.
  • 2. Designed automated reporting pipelines and dashboards for incubator leadership, cutting manual reporting effort by
  • ~60% and improving decision turnaround time by over 30%.
ETLPythonSQLData ModelingData Engineering

Magic spell studios

2 roles

AI Engineer

Promoted

May 2025Aug 2025 · 3 mos · Rochester, New York, United States · On-site

  • 1. Designed LangChain multi-agent pipelines for podcast transcription (Deepgram ASR, Hugging Face, GPT); improved token usage to cut inference cost by ~35% and achieve ~86% speaker attribution accuracy on 20k+ episodes (~50k hrs).
  • 2. Engineered FastAPI APIs powering the MVP, deployed via AWS + GitLab CI/CD; added latency and cost monitoring that reduced iteration cycles by ~20%.
LangChainFastAPIAWSCI/CDMachine LearningAI

AI Engineer

Jan 2025May 2025 · 4 mos · Rochester, New York, United States · On-site

  • Promoted to a full-time summer co-op position in May 2025 after consistently contributing to product development and research innovation.
AILLMLangChainMachine Learning

Rochester institute of technology

4 roles

Graduate Teaching Assistant

Promoted

Jan 2025May 2025 · 4 mos · Rochester, New York, United States

  • Graduate Teaching Assistant for DSCI-640 (Neural Networks)
PyTorchCUDATensorRTMachine LearningAI

AWARE AI Trainee Council Member (2024-2025)

Oct 2024Aug 2025 · 10 mos · Rochester, New York, United States

  • Selected for AWARE-AI Trainee Council to support program initiatives and enhance trainee engagement.

AWARE-AI NSF Research Trainee

Promoted

Aug 2024Aug 2025 · 1 yr · Rochester, New York, United States

  • 1. Optimized multimodal signal pipelines (EEG, EMG, ECG, motion capture) in PyTorch with CUDA (Python); reduced inference latency by ~30%, enabling near real-time deployment in human–robot collaboration (HRC) tasks.
  • 2. Benchmarked and accelerated ML inference with TensorRT vs. PyTorch baselines; improved throughput by ~1.5× and validated deployment on UR-10 and Sawyer robots for synchronized HRC experiments.

Graduate Teaching Assistant

Aug 2024Dec 2024 · 4 mos · Rochester, New York, United States

  • Graduate Teaching Assistant for DSCI-601 (Applied Data Science)
Neural NetworksData ScienceTeaching

The lnm institute of information technology

3 roles

Teaching Assistant (Computer Organisation and Architecture)

Aug 2022Jan 2023 · 5 mos · Jaipur, Rajasthan, India

  • Guiding a batch of 60 students to learn essential CPU Simulation & Computer Architecture.
  • Duty was to aid junior students to help them better learn the practical concepts.
StrategyManagementLeadership

Senator in Student's Gymkhana

May 2022May 2023 · 1 yr · Jaipur, Rajasthan, India

  • Student's Gymkhana, LNMIIT

Teaching Assistant (Computer Networks)

Jan 2022May 2022 · 4 mos · Jaipur, Rajasthan, India

  • Guiding a batch of 60 students to learn the essential practical implementation in the fields of Computer Networks.
  • Duty was to aid junior students to help them better learn practical concepts.

Desportivos,lnmiit-jaipur

Event Management Head

Aug 2022Mar 2023 · 7 mos · Jaipur, Rajasthan, India

Plinth lnmiit

Organizing Committee Member

Jul 2022Mar 2023 · 8 mos · Jaipur, Rajasthan, India

  • The duty of managing the events, performers, and sponsorships and serving as a point of contact for performing artists.
ManagementOrganization SkillsEvent Planning

Acm student chapter, lnmiit

2 roles

Technical Head (Data Science)

Promoted

Aug 2021Aug 2022 · 1 yr

Event Based MarketingSponsorship ManagementManagementStrategic Planning

Council Member

Sep 2020Jul 2021 · 10 mos

Imagination- the photography club, lnmiit

2 roles

Coordinator

Jul 2021Aug 2022 · 1 yr 1 mo

Member

Apr 2019Jul 2021 · 2 yrs 3 mos

ManagementLeadershipEvent PlanningTeam Coordination

Education

Rochester Institute of Technology

Master's degree — Data Science

Aug 2023Dec 2025

The LNM Institute of Information Technology

Bachelor of Technology - BTech — Computer Science

Jan 2019Jan 2023

Global Public School, Kota - India

12th (CBSE) — PCM

Apr 2017Apr 2018

M.S.S. Public School, Kishangarh - India

10th (CBSE)

Apr 2015Apr 2016

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