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Aman Srivastava

@amansrivastava1

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Data Scientist with 4+ years in machine learning and analytics.

India

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What I'm looking for

I am looking for opportunities that foster innovation and allow me to leverage my data science skills to solve real-world problems while contributing to a collaborative team environment.

I am a Data Scientist with over 4 years of experience specializing in machine learning, natural language processing, and predictive analytics. My background includes a master’s degree in Business Analytics from Aston Business School in the UK, and I have a strong engineering foundation. Currently, I lead AI initiatives at Specifi.io, where I have developed a production-grade email response generator and a demand forecasting pipeline. My passion lies in solving complex problems that drive measurable business impact in fast-paced, innovative environments.

Throughout my career, I have successfully built scalable machine learning models and deployed NLP systems using technologies such as Python, SQL, Azure, and Tableau. My work at Impresso Labs involved implementing a conversational AI chatbot and developing a robust face extraction and recognition pipeline. I have also contributed to significant improvements in user engagement and operational efficiency through advanced data analysis and machine learning techniques.

My journey began as a Risk Analyst at Amazon, where I proactively assisted in fraud risk management. I transitioned to a Data Scientist role, where I developed predictive models and NLP solutions that enhanced decision-making processes. I am committed to continuous learning and applying my skills to create impactful solutions in the field of data science.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Specifi.io

Sep 2024 - Present (11 months)

Developed and deployed a supervised ML model to automatically classify products into hierarchical categories, enhancing catalogue accuracy and improving user navigation. Designed a hybrid ML pipeline to forecast monthly demand for 1,500+ SKUs, achieving R² > 0.90.

LLaMA 3 8B Instruct Machine Learning NLP Predictive Analytics Python SQL Azure Tableau Llama 3 8B Instruct Qdrant

Data Scientist

Impresso Labs

Apr 2023 - Aug 2024 (1 year 4 months)

Implemented and deployed a conversational AI chatbot on Azure using OpenAI's GPT4 model and Azure Chat, leveraging FAISS vector store and OpenAI embeddings. Developed a robust face extraction and recognition pipeline utilizing MTCNN and VGGFace (ResNet-50), improving accuracy by optimizing model parameters.

Azure Faiss MTCNN VGGFace KYC NLP Tableau OpenAI GPT 4 VGG Face

Data Scientist

AIVariant

Apr 2020 - Nov 2021 (1 year 7 months)

Transitioned from intern to full-time by developing predictive models and NLP solutions for clients, enhancing decision-making. Optimized data collection processes, enhancing quality by 15% and reducing redundancy, while streamlining processing with Pandas in Python, resulting in a 20% reduction in processing time.

NLP Data Optimization Python Pandas Web Scraping Heroku

Risk Analyst

Amazon

Sep 2017 - Mar 2020 (2 years 6 months)

Proactively assisted in Fraud risk management program using data extraction, data analytics and management reporting. Created robust multi-classification frameworks preventing losses by 15%-21% on the Amazon platform across various marketplaces.

Fraud Management Data Extraction Data Analytics Statistical Analysis Multi Classification Frameworks Predictive Analysis

Education

Degrees, certifications, and relevant coursework

Aston Business School

MSc Business Analytics, Business Analytics

Completed a Master of Science in Business Analytics, focusing on advanced data analysis and business intelligence. Gained expertise in leveraging data for strategic decision-making and problem-solving.

CMR Institute of Technology

Bachelor's in Engineering, Electronics and Communications Engineering

Grade: First Class

Obtained a Bachelor's in Engineering with a focus on Electronics and Communications Engineering. Developed a strong foundation in engineering principles and problem-solving.