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CRMachine Learning Engineer specializing in LLM fine-tuning for code generation.
Experience
Research and Graduate Assistant
University of Windsor
Sep 2023 - Jan 2025 (1 year 4 months)
Data Analyst (NLP)
Sulekha.com New Media Pvt Ltd
May 2021 - Aug 2023 (2 years 3 months)
MNAI trainer and content specialist focused on data annotation, transcription, and model evaluation.
Experience
MLAI Trainer & Content Specialist
Meritt North, LLC
Jan 2022 - Present (3 years 10 months)
MLData Evaluation & Transcription Specialist
Meritt North, LLC
Jan 2019 - Present (6 years 10 months)
MLMultimedia & Content Specialist
Audio production specialist with expertise in longform content editing.
Experience
Audio and Educational Content Producer
Richie’s English/Oxbridge Consulting
Jan 2015 - Dec 2020 (5 years 11 months)
Freelance Editor and Producer
Self Employed
Jan 2015 - Dec 2020 (5 years 11 months)
PTFreelance data annotator specializing in relevance and sentiment analysis.
Experience
Social Media Labelling
TikTok
Jan 2023 - Present (2 years 10 months)
AI Trainer
Scale.AI
Jan 2022 - Present (3 years 10 months)
Data Annotation and Labelling
BKPrecision-focused Linguistic Editor & Content Specialist with 4+ years experience.
Experience
Language Editor
Freelance
Jan 2021 - Present (4 years 10 months)
Content Editor
Carolina Tech Review
Jan 2018 - Dec 2020 (2 years 11 months)
Machine learning engineer specializing in data pipelines, ETL, LLM fine-tuning, and cloud-based model deployment.
Experience
ACApplication Programmer Intern
Accenture
Feb 2025 - Jun 2025 (4 months)
Machine Learning Intern
Cognifyz Technologies
Mar 2024 - Aug 2024 (5 months)
SM
India2000k-4000k INR
Software engineer focused on MLOps, Generative AI, and scalable cloud automation.
Experience
Associate Software Engineer
Applied Information Sciences
Oct 2023 - Present (2 years 1 month)
IPAI performance analyst and content moderator driving model quality through precise evaluations.
Experience
Content Moderator
TELUS Digital
May 2021 - Present (4 years 6 months)
NLP-focused Kannada chatbot trainer, writer, and IT procurement professional.
Experience
Kannada Chatbot Trainer
Outlier
Dec 2022 - Present (2 years 11 months)
Author & Screenwriter
Self Employed
Jan 2013 - Present (12 years 10 months)
Corporate Procurement Professional
Computer vision and LLM engineer building production AI systems with MLOps.
Experience
Software Development Intern
PBBR Healthcare Technologies Pvt Ltd
May 2024 - Apr 2025 (11 months)
IPApplied Scientist specializing in speech recognition and machine learning.
Experience
Applied Scientist
Amazon
Jan 2023 - Present (2 years 10 months)
Speech Researcher
STC Group
Jan 2019 - Present (6 years 10 months)
AI-focused B.Tech student building production-ready ML systems and mobile-friendly LLM deployments.
Experience
TMArtificial Intelligence Intern
Tech Mahindra
May 2025 - Aug 2025 (3 months)
PPGen AI Engineer specializing in LLMs, prompt engineering, and production ML solutions.
Experience
Gen AI Engineer
Creatospace
Aug 2023 - Sep 2024 (1 year 1 month)
Technical Consultant
Novulis Global Solutions
May 2022 - Jul 2023 (1 year 2 months)
AI and LLM evaluation specialist improving model quality, safety, and multilingual relevance.
Experience
AMGenAI Assistance Content Reviewer
Amazon
Sep 2025 - Present (2 months)
Quality Evaluation Specialist
Prime Video
Jun 2024 - Sep 2025 (1 year 3 months)
AMData Associate, Alexa LLM
AYAI engineer specializing in anomaly detection, generative voice AI, and deep learning.
Experience
YAData Specialist
Yandex
Sep 2024 - Present (1 year 2 months)
UPPython Developer
Upwork
Jun 2024 - Present (1 year 5 months)
AI Trainer
SKAI Data Trainer specializing in LLM optimization and quality assurance.
Experience
Quality Auditor
Amazon
Apr 2025 - Present (7 months)
ML Data Annotator (Gen AI/LLM)
Amazon
May 2023 - Present (2 years 6 months)
AI Prompt Engineering Specialist and Embedded Software Engineer driving automation and diagnostics.
Experience
AI Prompt Engineering Specialist
Mindrift
Jan 2025 - Present (10 months)
Embedded Software Engineer
ZF Group
May 2023 - Present (2 years 6 months)
Virtual Intern – Embedded Systems
JSExperienced computer vision engineer proficient in AI algorithm development.
Experience
Data Scientist
Evantagesoft Pvt. Ltd
Jan 2024 - Present (1 year 10 months)
AI Engineer
Neurocomputation Lab, NCAI, NEDUET
Jul 2023 - Jan 2024 (6 months)
Research Assistant
Neurocomputation Lab, NCAI, NEDUET
STEM specialist and data analyst delivering AI-driven automation, curriculum design, and actionable analytics.
Experience
UPFreelance Data Analyst & STEM Specialist
Upwork
Jan 2021 - Present (4 years 10 months)
Data Analytics Consultant
KSNL Consulting LLC
Jan 2024 - Feb 2025 (1 year 1 month)
Science Editor for LLM
Secruit
Jan 2024 - Jul 2024 (6 months)
AI engineer specializing in optimizing large models for real-time robotics and conversational systems.
Experience
Systems Support Analyst
Allsec Technologies Ltd
Junior Machine Learning Engineer
Tech Mahindra
AI Engineer - Model Optimization
Meritt North, LLC
Jan 2016 - Present (9 years 10 months)
CrowdGen by Appen
Jan 2018 - Present (7 years 10 months)
Web Evaluator
Centific / Oneforma
Jan 2020 - Jan 2022 (2 years)
Transcription and Relevance Rating
Welocalize
Jan 2020 - Jan 2022 (2 years)
Associate Consultant
Applied Information Sciences
Mar 2023 - Oct 2023 (7 months)
Mindtree
Jan 2013 - Jan 2022 (9 years)
Amazon
May 2022 - Jul 2024 (2 years 2 months)
Outlier
May 2024 - Sep 2025 (1 year 4 months)
Avionics Instructor
Independent/Previous Employer
Sep 2019 - Jun 2024 (4 years 9 months)
Pantech Solutions
Dec 2024 - Jan 2025 (1 month)
Student Research Assistant
Hindustan Institute of Technology and Science
Jan 2023 - Apr 2023 (3 months)
Jul 2021 - Jun 2023 (1 year 11 months)
COSubject Matter Expert - Physics/Maths
CourseHero
Jan 2021 - Dec 2023 (2 years 11 months)
Data Analyst & Automation Expert
Scholarly
Jan 2023 - Jun 2023 (5 months)
Movate Technologies Ltd
Technical Support Representative
Allsec Technologies Ltd
