Hi, I’m
Kriti Karir
Data Analyst
Kota,RJ
Summary
Results-driven Data Analyst and Machine Learning Engineer with 3+ years of experience in developing and deploying
data-driven solutions to drive business growth. Proven track record in applying machine learning techniques, such as sales
forecasting, recommendation engines, prompt engineering and computer vision, to solve complex business challenges.
Overview
3
years of professional experience
1
Certification
Work History
Ace Turtle Omni Pvt. Ltd
Associate Software Engineer Bangalore
07.2021 - Current
Education
The LNM Institute of Information Technology
B.Tech from Computer and Communications Engineering
May 2021
University Overview
GPA: 7.0
Skills
- Programming Languages:
- Python, R, JavaScript
- Machine Learning & AI: TensorFlow, scikit-learn, XGBoost, OpenAI GPT-3, NLP
- Databases: SQL (MySQL, PostgreSQL), No-SQL (MongoDB)
- Big Data & Data Processing:
- Hadoop, Spark, AWS, Kafka
- Data Visualization & Tools: Tableau, Power BI, Matplotlib, Seaborn, ggplot2
- Other: Data Mining, Statistical Analysis, Automation & Testing, Version Control (Git)
Accomplishments
AI-Driven Product Descriptions:
- Integrated OpenAI’s GPT-3 API, reducing costs by 75%
- Designing a framework to efficiently process product data after data manipulation and implementing logic to integrate generated descriptions
Strategic Store Positioning & Sales Forecasting:
- Improved sales performance by strategically positioning Lee/Wrangler stores based on data-driven insights
- Data Collection & Processing: Gathered and processed large datasets, including demographic information, competitor locations, and historical sales data, to identify optimal store locations
- Predictive & Geospatial Analysis: Leveraged predictive models to forecast sales potential and identify high-opportunity locations, enabling data-driven store placements
Competitive Pricing Strategy:
- Developed a Python-based web crawling module to monitor competitor pricing in real-time
Advanced Image Attribute Extraction:
- Enhance image classification through computer vision techniques
- Implemented cache-aware truncation, prompt engineering, and GPU affinity to optimize the system
Affinity Analysis for Recommendation Engines:
- Enhance product recommendations through affinity analysis
- Utilized the Association Rule Mining (Apriori) algorithm to derive rules based on metrics such as confidence, support, and lift.
Certification
Advanced Data Science for Managers
IIM Kozikode, January 2023 - February 2024
Interests
Awards & Recognitions
, Employee of the Month
Ace Turtle Omni Pvt. Ltd. — March 2023
Recognized for excellence in developing and implementing an AI-driven product description generation system.
Leadership & Volunteering
Mentor
Resume Worded University Hackathon — 2022 - Present
Guided teams in developing data-driven projects, focusing on machine learning and software engineering best practices.
Work Preference
Work Type
Full TimeWork Location
RemoteHybridImportant To Me
Career advancementWork-life balanceCompany CultureFlexible work hoursWork from home optionPersonal development programsTeam Building / Company Retreats4-day work weekPaid sick leaveStock Options / Equity / Profit SharingPaid time offHealthcare benefits401k matchTimeline
Associate Software Engineer Bangalore
Ace Turtle Omni Pvt. Ltd
07.2021 - Current
The LNM Institute of Information Technology
B.Tech from Computer and Communications Engineering
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