Looking for a job

Aakriti Singh

@mortalbeing

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Aspiring AI & Data Science Professional with a focus on LLMs.

India

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What I'm looking for

I am looking for a role that fosters growth in AI and data science, with opportunities for collaboration and innovation.

I am a motivated AI and Data Science Intern with a strong foundation in developing, fine-tuning, and deploying large language models (LLMs). My journey in data science has equipped me with skills in data collection, preprocessing, and training machine learning models using Python, TensorFlow, and PyTorch. I am passionate about optimizing model performance and conducting research to implement advanced NLP and deep learning methodologies.

Currently, I am enhancing my skills through an ongoing Data Science & Machine Learning course at Scaler Academy. My experience includes working as a Data Analyst Intern, where I collected and aggregated CSR and company sales data through web scraping, ensuring data accuracy and usability. I thrive in collaborative environments and am dedicated to creating clear documentation that drives data-driven insights.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst Intern

Current

Renu Sharma Healthcare and Education Foundation

Jan 2025 - Present (4 months)

As a Data Analyst Intern, I collected and aggregated CSR and company sales data through web scraping. I cleaned and transformed datasets using advanced Excel functions and applied data processing and visualization techniques with Power BI to enhance data-driven strategies.

Data Analysis Web Scraping Excel Power BI Data Visualization Data Cleaning Strategic Outreach CSR

Custom GPT Developer

Self Employed

Nov 2024 - Jan 2025 (2 months)

Developed a mini GPT model from scratch, fine-tuning it on text data from a book. Utilized open-source GPT-2 weights and evaluated the model using Ollama.

Model Fine Tuning Natural Language Processing Model Evaluation Python Machine Learning Data Processing Research

DDPM Implementation Developer

Self Employed

Sep 2024 - Oct 2024 (1 month)

Implemented a Denoising Diffusion Probabilistic Model (DDPM) from scratch, training it on a custom dataset for high-quality image generation using PyTorch/TensorFlow.

Image Generation PyTorch TensorFlow Generative AI Model Training Custom Dataset

Diamond Price Prediction App Developer

Self Employed

Sep 2024 - Oct 2024 (1 month)

Created a StreamLit web app to predict diamond prices using supervised ML algorithms. Employed DVC for data management and Docker for delivery.

Streamlit Machine Learning Data Management Docker Web App

MCQ Generator Developer

Self Employed

Jun 2024 - Jul 2024 (1 month)

Developed an interactive MCQ generator using OpenAI API and StreamLit, allowing users to generate MCQs based on inputs like question count and subject.

Streamlit Natural Language Processing MCQ Generation User Input Processing Python Machine Learning

MATLAB Trainee

Cetpa Infotech Pvt. Ltd.

Jul 2014 - Jul 2014 (0 months)

Completed a four-week training program mastering MATLAB fundamentals and key toolboxes, earning a Certificate of Honour for outstanding performance.

Matlab Control System Toolbox Signal Processing Training Certificate Of Honour

Electrical Power Supply Trainee

Delhi Metro Rail Corporation Ltd.

Jul 2014 - Jul 2014 (0 months)

Participated in training on high-voltage power distribution and safety standards, enhancing operational efficiency and compliance with DMRC safety protocols.

Compliance Technical Training

Education

Degrees, certifications, and relevant coursework

Scaler Academy

Professional Development, Data Science

2024 -

Currently enrolled in a Data Science & Machine Learning course to enhance skills in data analysis, machine learning, and artificial intelligence.

JSS Academy of Technical Education

Bachelor of Technology, Electrical Engineering

2011 - 2015

Grade: 72.96%

Completed a Bachelor of Technology in Electrical Engineering with a percentage of 72.96%. Developed a strong foundation in electrical engineering principles and practices.

Vivekanand School, East Delhi

Higher Secondary, Higher Secondary Education

2008 - 2010

Grade: 81.00%

Achieved a Higher Secondary education under the CBSE Board with a percentage of 81.00%. Focused on a comprehensive curriculum that prepared for higher education.