ankit Sheoran
@ankitsheoran
Aspiring machine learning engineer building a parent-child interaction platform with YOLOv8, Whisper, and Claude.
IndiaWhat I'm looking for
I built an 11-phase parent-child interaction analysis platform using a peer-reviewed research methodology. It analyzes live webcam feeds and uploaded video, combining YOLOv8 computer vision and Whisper transcription with an LLM judgement layer calibrated through many-shot prompting.
At Style Waves, I automated ETL pipelines and reporting workflows with Python, reducing manual effort, and designed Power BI dashboards that contributed to a 45% improvement in business performance.
I also developed a FastAPI and scikit-learn analytics application with AutoML benchmarking and SHAP-based explanations. My projects include a human-AI alignment framework using Krippendorff's alpha and a baby-cry audio classification model.
Experience
Work history, roles, and key accomplishments
MIS Executive
Style Waves
Jan 2025 - Jun 2025 (5 months)
Automated ETL pipelines and reporting workflows using Python, reducing manual effort. Designed interactive Power BI dashboards that informed executive decision-making, contributing to a 45% improvement in business performance.
Data Analyst Intern
Cognifyz Technologies
Mar 2024 - Apr 2024 (1 month)
Streamlined ETL workflows, increasing lead conversion rates by 60%, and analyzed customer behavior data to support retention strategy. Created visual reports and dashboards to communicate insights to stakeholders.
Data Analyst Intern
Saiket Systems Technologies
Feb 2024 - Mar 2024 (1 month)
Conducted exploratory data analysis (EDA) with Python and SQL, increasing reporting efficiency by 20%. Built Power BI dashboards improving data accessibility and reporting speed by 25%, and developed ETL solutions for KPI tracking.
Education
Degrees, certifications, and relevant coursework
B K Birla Institute of Engineering & Technology
B.Tech, Computer Science Engineering
2024 -
Pursuing a Bachelor of Technology in Computer Science Engineering, with an expected graduation in 2028.
Imarticus Learning
Data Science Certification, Data Science
2024 - 2024
Completed a Data Science Certification program from February to July 2024.
PDSU University
B.Sc., Non-Medical Science
2019 - 2023
Earned a Bachelor of Science in Non-Medical Science from 2019 to 2023.
Tech stack
Software and tools used professionally
Availability
Location
IndiaAuthorized to work in
Salary expectations
Job categories
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