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Aakansha MishraAM
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Aakansha Mishra

@aakanshamishra

I’m an entry-level AI/ML and data analyst focused on high-quality code.

India
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What I'm looking for

I’m looking for an entry-level role where I can apply Python, ML/NLP, and RLHF to improve model and code quality, while using strong data analysis to ship reliable features in a collaborative team.

I’m early in my career, combining hands-on technical work across AI projects and data-focused roles. As an AI Freelancer on Alignerr, I support RLHF initiatives to improve LLM code generation quality through structured review and feedback on Python outputs.

I’ve also worked as an intern in data and operational environments—performing data validation and analysis in Excel/SAP to support predictive maintenance tool development, including automating workflow simulations and tracking spare parts inventory for better material planning.

On the engineering side, I’ve gained practical exposure from an electrical department internship, learning electrical safety practices and power distribution systems while assisting with load management, maintenance, and fault operation. Earlier, in biomedical engineering at Fortis Hospital, I built maintenance/troubleshooting experience with devices like Defibrillators, Ventilators, ECG machines, and BP monitors.

My technical drive shows in my projects, especially an Automated Code Quality Scorer: I trained a classification model using scikit-learn (89% accuracy for quality tier prediction) and built a Streamlit dashboard for real-time scoring and improvement suggestions.

Experience

Work history, roles, and key accomplishments

AL
Current

AI Freelancer (RLHF)

Alignerr

Jan 2025 - Present (1 year 4 months)

Contributed to RLHF projects to improve LLM code generation quality by reviewing and evaluating Python code outputs. Curated high-quality code preference data and supported model training pipelines with structured feedback aligned to best practices.

Oil And Natural Gas Corporation logoOC

Predictive Maintenance Intern

Oil And Natural Gas Corporation

Apr 2025 - Jun 2025 (2 months)

Performed data validation and analysis in Excel and SAP to support predictive maintenance tool development. Tested an SAP-based workflow to simulate maintenance request processing and tracked spare parts inventory for material planning.

Education

Degrees, certifications, and relevant coursework

Guru Gobind Singh Indraprastha University logoGU

Guru Gobind Singh Indraprastha University

Bachelor of Technology (B.Tech), Electronics and Communication Engineering

2023 -

Pursuing a B.Tech in Electronics and Communication Engineering at Guru Gobind Singh Indraprastha University.

KT

Kasturba Institute of Technology

Diploma, Medical Electronics

2020 - 2023

Completed a Diploma in Medical Electronics at Kasturba Institute of Technology.

Tech stack

Software and tools used professionally

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