Aviral Rastogi

Prompt Engineer

Remote $20/hr 1+ yrs exp 88 · Excellent

About

IIT Delhi graduate in Production and Industrial Engineering with experience in technical research, data analysis, and quantitative modelling. As a Senior Research Fellow, I have worked on engineering research involving complex datasets, technical documentation, experimental data validation, and predictive modelling. Proficient in Excel, Python, and SQL, with strong skills in secondary research, data collection, verification, and maintaining structured datasets. My engineering background and research experience have equipped me to interpret technical information, cross-check data from multiple sources, and maintain accurate, traceable records.

Skills & Expertise (16)

Python Advanced

8.3/10

Years Exp

Pandas Advanced

8.0/10

Years Exp

NumPy Advanced

8.0/10

Years Exp

scikit-learn Intermediate

7.5/10

Years Exp

CNNs Intermediate

7.5/10

Years Exp

GANs Intermediate

7.5/10

Years Exp

Matplotlib Intermediate

7.5/10

Years Exp

XGBoost Intermediate

7.0/10

Years Exp

TensorFlow Intermediate

7.0/10

Years Exp

Seaborn Intermediate

7.0/10

Years Exp

SQL Intermediate

6.5/10

Years Exp

SHAP Intermediate

6.5/10

Years Exp

MS Excel Intermediate

6.0/10

Years Exp

MATLAB Intermediate

5.8/10

Years Exp

ANSYS Intermediate

5.0/10

Years Exp

SolidWorks Intermediate

5.0/10

Years Exp

Work Experience

Prompt Engineer

Outlier AI

Apr 2026 - Present

Designed complex multi-tool prompts with context-aware task execution for autonomous AI agent systems. Built and evaluated AI agent workflows and evaluation frameworks to benchmark real-world problem-solving capabilities.

Junior Research Fellow — ML & Ballistics

Centre of Excellence on Personal Body Armour, IIT Delhi

Oct 2025 - Apr 2026

Developed probabilistic ML models (CNN, GAN, MLP) in Python to predict V50 ballistic limits of UHMWPE composite panels, analysing 300 experimental datapoints. Applied Probit regression and statistical analysis on ballistic test data to extract limit estimates with quantified uncertainty. Built LS-Dyna simulation pipeline to validate ML model outputs against finite element results ensuring physical consistency.

Industrial Engineer — Operations

Trident Group Limited, Punjab

Aug 2025 - Sep 2025

Led production unit of 40+ workers for luxury bath linen division; consistently achieved 95–98% production targets. Conducted data-driven production line studies to reduce defect rate and lower cost per kg of product.

Data & Quality Analyst (Intern)

Tata Power-DDL, Delhi

May 2024 - Jul 2024

Performed Pareto analysis on 5-year transformer failure data to identify root causes; proposed initiatives contributed to ~3% reduction in failure rate within 2 weeks. Reviewed and benchmarked quality standards, recommending process improvements across the transformer workshop.

GHG Analytics Intern (Remote)

University of Warwick, England

May 2023 - Jul 2023

Analysed Scope 3 value-chain reporting regulations and compared measurement methodologies across consumer product sectors. Researched and compared 50+ solution providers that offer supply chain transparency solution and emissions calculation.