Open to opportunities

Adarsh Gupta

@adarshgupta1

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Machine learning engineer specializing in time-series forecasting and robust ML pipelines.

India

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What I'm looking for

I seek roles building and deploying ML/AI systems that emphasize robust preprocessing, interpretability, and measurable business impact in collaborative teams.

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

Current

Machine Learning Intern

Current

Dvara E-Registry

Jun 2024 - Present (2 years)

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.

LightGBM Python data preprocessing

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.

Feature Extraction Hyperparameter Tuning Audio ML

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.