Atul H.

Key Skills

Software

Other

Top Subject Matter

AI/ML training curriculum and supervised ML pipeline development for learners

Data Science/ML/GenAI content operations driven by analytics

AI tutoring and instructional content generation/testing (IELTS/TOEFL, learning assessment)

Top Data Types

Text

Video

Image

Top Task Types

Fine-tuning

Data Collection

Text Generation

Freelancer Overview

Product Owner - AI/ML Program (Edureka/Brainforce Pvt. Ltd.) responsible for end-to-end AI/ML course development and del. Brings 10+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include Other, N, and A. Education includes Bachelor of Technology, Manipal University Jaipur (2017). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Fine-tuning, Data Collection, and Text Generation.

Labeling Experience

Senior Content Manager - Growth & SEO (Shiksha.com) building AI-assisted learning assessment and content production pipelines

VideoText Generation

Conceptualized and prototyped an AI video production pipeline to generate and manage multiple content formats for an automated learning ecosystem. Conducted R&D on generative AI workflows by running cost-benefit and feasibility studies to inform ROI decisions. Built and operated AI workflow automation using RAG-based research (NotebookLM) to improve factuality and reduce inaccuracies for instructional content. • Prototyped an AI video pipeline using Midjourney and multiple media/generation tools (e.g., D-ID, Heygen, ElevenLabs, Topaz). • Architected multi-agent systems for automated mock tests and learner comparison across 110+ parameters. • Used NotebookLM as a RAG system for trust-worthy research and created learning guides/notes. • Drove automated content and workflow execution to improve output quality and learning trust signals.

2023 - Present

Senior Manager - SEO & Digital Marketing (Naukri Learning) leading ML/GenAI vertical content operations and analytics-driven execution

TextData Collection

Led SEO and digital marketing teams that supported GenAI and data-driven content operations across multiple technology verticals. Managed high-volume content initiatives involving ML and GenAI domain work and contributed to data-informed improvements in learner engagement. Although not described as dataset labeling, the role included data-driven content production and pipeline-like operational execution for AI/ML verticals. • Guided content operations across Data Science, ML, and GenAI subject areas with large contributor teams. • Scaled organic traffic through architecture and taxonomy remapping to improve content discovery. • Applied analytics-driven decisions to adjust content and workflow execution. • Owned team delivery and coordination for high-throughput digital content production.

2021 - 2023

Product Owner - AI/ML Program (Edureka/Brainforce Pvt. Ltd.) responsible for end-to-end AI/ML course development and delivery

OtherFine-tuning

Developed and delivered AI/ML learning content and projects using real-world datasets, including COVID-19, PUBG, and Zomato, to teach applied modeling workflows. Owned the full content lifecycle by running feedback analysis, reviewing test scores, and analyzing cohorts to iteratively improve course materials. Built and deployed ML pipelines covering EDA, feature engineering, baseline modeling, tuning, and deployment for training-focused outcomes. • Used coding notebooks and libraries (Colab, Jupyter, pandas, scikit-learn, PyCaret) to prepare data and train models. • Created demo-rich learning artifacts and interactive modules using Streamlit plus instructional tooling. • Designed and iterated on curriculum assets based on learner performance analytics. • Supported AI/ML program operation and delivery by reworking batch logic and training processes to improve responsiveness and reduce delivery cost.

2017 - 2021

Education

Work History