Aditi Goyal

AI Researcher

New Delhi, Delhi, India9 yrs 5 mos experience

Most Likely To SwitchHighly Stable

Key Highlights

8 years of experience in AI/ML and Data Analytics.
Reduced Cost Per Order by 16% in MedTech sector.
Developed ML models for sentiment analysis and chatbots.

Stackforce AI infers this person is a Data Science and AI specialist with a focus on Healthcare and Data Analytics.

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Skills

Core Skills

Data ScienceArtificial IntelligenceData AnalyticsMachine LearningFinancial Analysis

Other Skills

API DevelopmentAdmin UIAnalytical SkillsComputer VisionData AnalysisDeep LearningETL ProcessesError HandlingFast APIIliadJenkinsManagement Information Systems (MIS)Microsoft OfficeNatural Language Processing (NLP)NumPy

About

Experienced AI/ML Engineer with 8 Years in Risk Management, Data Analytics, Data Science, Application Maintenance and Generative AI. As an AI Engineer, I developed and managed APIs using the Fast API framework and Admin UI, and created Retrieval-Augmented Generation (RAG) with Iliad. I transformed data with NumPy and Pandas, developed APIs, and implemented robust error handling. In the MedTech sector, I conducted ETL processes, reduced Cost Per Order by 16%, and automated KPI reporting. Additionally, I built an ML model for sentiment analysis and developed a chatbot for rider queries. Looking for a challenging projects in Data Analytics, Data Science and Generative AI.

Experience

Cognizant

Data Science Associate at Cognizant

Oct 2022 – Present · 3 yrs 5 mos · Hybrid

In my role as an AI Engineer, I effectively contributed in development API Agent application, where developed, updated, and deleted APIs using Postgres and Admin UI, managed API metadata creation and updates, and stored vectors for similarity searches. I built Retrieval-Augmented Generation (RAG) using Iliad for testing metric name accuracy and speed, conducted code assessments for Iliad integration, created a Postgres connector for metadata retrieval, and developed scripts to test API responses. As part of the HCP Ecosystem application, I transformed raw data into usable formats using NumPy and Pandas, collected and formatted technical requirements, developed APIs to display data from Snowflake and Excel, created APIs to retrieve data from Alation, and implemented robust error handling to ensure smooth application functionality. In the Text to SQL project, I completed code assessments and translated tacit knowledge into PowerPoint presentations. For the RWE Study in the MedTech sector, I demonstrated expertise in client protocol interpretation, collected real-world evidence from data, and conducted ETL processes to support researchers.

API DevelopmentPostgreSQLFast APINumPyPandasError Handling+3

Shadowfax

Senior Data Analyst (Strategic, Planning and Analysis Department)

Nov 2021 – Oct 2022 · 11 mos

Effectively reduced the Cost Per Order (CPO) by approximately 16%, consistently achieving monthly targets. Created SQL dashboards for KPI monitoring, aiding leadership in decision-making, and automated KPI reports using Jenkins. Additionally, implemented an ML lifecycle for revenue prediction and developed Python scripts for cost estimation and optimization. Efforts in optimizing surge distribution resulted in a 2% boost in PnL, and market uptake was increased by 8% through operational partnerships. Built an ML model for sentiment analysis of customer reviews and developed a chatbot using seq2seq and RNN for rider queries.

SQLJenkinsMachine LearningPythonData Analytics

Niit foundation

Assistant Manager (Internal Audit and Analysis)

Jul 2019 – Oct 2021 · 2 yrs 3 mos · India

Extracting data, defining key performance indicators (KPIs), evaluating current status, and identifying associated risks, delivering other relevant information based on data analytics, and preparing dashboards using Tableau, a presentation tool.

Data AnalyticsTableau

Consus global

Accounting Manager

Mar 2019 – Jun 2019 · 3 mos · Gurugram, Haryana, India

Generating MIS (Management Information System) reports and deriving insights from financial data.

Management Information Systems (MIS)Financial Analysis

Gkc management services pvt ltd

Internal Auditor

Aug 2016 – Feb 2019 · 2 yrs 6 mos · Delhi, India

Performing internal audits for various corporations, conducting ICFR (Internal Control over Financial Reporting) testing, and managing and reviewing accounting data for multiple clients.