Adarsh Gupta
@adarshgupta1
Machine learning engineer specializing in time-series forecasting and robust ML pipelines.
What I'm looking for
I am a machine learning engineer focused on building robust end-to-end ML pipelines for real-world problems, particularly time-series forecasting and audio-based language recognition. I have delivered production-focused forecasting models and research-grade speech recognition systems with strong performance metrics.
In industry work, I developed LightGBM forecasting pipelines that achieved 6% MAPE for 14-day and 10% MAPE for 4-week predictions by carefully handling preprocessing, imputation, outliers, and inflation adjustment across market-level datasets. In research, I implemented MFCC-based feature extraction and TDNN architectures, addressing noise and speaker variability to reach 95% language recognition accuracy.
I enjoy integrating explainability and automation into ML products — from feature engineering and model benchmarking to deploying interpretable results using SHAP and LLM-driven interfaces — and I mentor peers to foster collaborative growth.
Experience
Work history, roles, and key accomplishments
Machine Learning Intern
Dvara E-Registry
Jun 2024 - Present (1 year 4 months)
Developed forecasting pipelines and LightGBM models for district-level commodity price trends, achieving 6% MAPE for 14-day and 10% MAPE for 4-week forecasts to support agri-economic insights.
Research Intern
IIT Dharwad
May 2024 - Aug 2024 (3 months)
Researched automatic language recognition from speech, built MFCC-based feature pipelines and a TDNN model, and achieved 95% accuracy through augmentation and hyperparameter tuning.
Education
Degrees, certifications, and relevant coursework
Indian Institute of Technology Dharwad
Bachelor of Technology, Mathematics and Computing
2022 -
Grade: CPI - 8.95
Activities and societies: Research internship on automatic language recognition; Machine Learning Intern at Dvara E-Registry; Student mentorship and Career Development Cell roles; technical projects in ML and systems.
Pursuing a Bachelor of Technology in Mathematics and Computing with a cumulative CPI of 8.95, focusing on machine learning and computational techniques.
Oxford Public School, Gorakhpur
Senior Secondary Certificate (CBSE), Senior Secondary
2021 - 2022
Grade: 96.0%
Completed Senior Secondary (CBSE) with a 96.0% score.
Availability
Location
Authorized to work in
Job categories
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