ASHISH AGGARWAL
+91- 9891960146
ashishaggarwal1036@gmail.com • linkedin.com/in/ashishaggarwal1036
ML Engineer with expertise in classification and regression models, adept at identifying fraudulent patterns and
predicting financial trends with 87% accuracy. Skilled in Python, SQL, and data preprocessing to ensure dataset
integrity. Seeking opportunities to apply skills in ML engineering and fraud detection in a dynamic environment.
PROFESSIONAL EXPERIENCE
FIA TECHNOLOGY SERVICES PRIVATE LIMITED, GURGAON
ML Engineer JULY,2023 – Present
Wellness Assessment and Recommendation System
Utilized OpenAI’s LLMs with prompt engineering and optimization to assess individual wellness and provide
actionable insights. The system calculated a wellness score based on user inputs, identified critical areas for
improvement, and delivered personalized recommendations. Leveraged Python for data processing to
ensure efficient analysis and accurate results.
Automated Video and Audio Processing with Vertex AI Gemini Pro:
Leveraged Google Vertex AI Gemini Pro API to extract critical data and generate documentation from video
and audio files. Deployed on a GCP VM to ensure a scalable and reliable solution for complex processing
tasks.
Document Classification with Vertex AI (Gemini Pro):
Built an intelligent document categorization app using FewShot Prompting to classify dispute documents
according to qualification criteria. The solution employs large language models and few-shot learning to
improve the accuracy of text classification tasks.
Contributed to reconciliation automation efforts, streamlining processes and enhancing operational
efficiency within financial systems.
Proficient in developing regression models to predict financial trends with an average accuracy of 87%,
resulting in a 15% enhancement in forecasting precision.
Fraud Analytics in Financial Data: An efficient fraud analytics system, designed to detect financial fraud and
provide real-time alerts.
AKA INDUSTRIES, DELHI
Data Analyst AUG,2020 – JUNE,2022
• Successfully managed a manufacturing business specializing in the production of tricycle parts.
• Oversee all aspects of business operations, including production, supply chain management, quality control,
and financial management.
• Utilize data analysis techniques to identify areas for process improvement and cost reduction, resulting in
increased operational efficiency and profitability.
• Analyze market trends, customer preferences, and competitive landscape through data analysis in MS Excel,
enabling effective decision-making and development of targeted marketing strategies.
• Conducted basic data analysis using MS Excel to identify inefficiencies and areas for improvement, resulting in
a 20% reduction in production costs and a 10% increase in productivity.
EDUCATION
Great Learning
Aug 2022 - Feb 2023
PGP in Data Science and Engineering
HMR Institute of Technology & Management, Delhi
2015 - 2019
Bachelor's Degree in Technology, Major in Mechanical & Automation Engineering
Hansraj Smarak Senior Secondary school, Delhi
2015
12th - 73.00%
SKILLS
Python (NumPy, Pandas, Scikit-Learn, Selenium)
SQL(MySQL)
Statistics
Data Visualization (Matplotlib, Seaborn)
Machine Learning techniques, libraries and frameworks (supervised: regression/classification,
unsupervised)
MS Office: (Excel, Word, PP)
NLP
SSIS
LLM, OPEN AI , RAG
