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AI Engineer with 2+ years in Data Analysis & LLM Application Development
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Assessing your cultural and operational fit
Data Analyst and AI Developer with hands-on knowledge of Python, SQL, machine learning, and large language model (LLM) application development. Experienced in building Retrieval-Augmented Generation (RAG) pipelines and multi-step agentic workflows using LangChain and LangGraph. IBM-certified Data Analyst with practical experience in exploratory data analysis (EDA), data wrangling, statistical modelling, and business intelligence (BI) dashboard development. Adept at applying structured problem-solving and engineering thinking to deliver data-driven solutions across analytical and AI domains.
Shri Govindram Seksaria Institute of Technology and Science (SGSITS)
B.Tech · Mechanical Engineering
N/A – June 30, 2024
St. Mary's Convent Senior Secondary School
High School
N/A – May 31, 2018
St. Mary's Convent Senior Secondary School
Intermediate Education · PCM
N/A – May 31, 2020
GS Production House
Content Writer
January 1, 2024 – March 1, 2024
Indore, Madhya Pradesh, India
Bhaskar Industries Private Limited
Operations Intern
January 1, 2024 – March 1, 2024
Mandideep, Madhya Pradesh, India
GS Production House
Head of Content Management
January 1, 2024 – Present
Indore, Madhya Pradesh, India
IGT Solutions (Client: Indigo Airlines)
Client Services Intern
January 1, 2023 – March 1, 2023
Bhopal, Madhya Pradesh, India
Safety Guard for Osteoporosis Patients
June 21, 2026 – Present
Designed a biomechanical safety guard using mechanical engineering principles to improve patient mobility and injury prevention.
IBM Data Analyst Capstone Project
June 21, 2026 – Present
End-to-end analysis of 65,000+ Stack Overflow survey responses using Python and IBM Cognos Analytics; built dashboards covering technology trends and global developer demographics.
Python Project for Data Science
June 21, 2026 – Present
EDA and feature engineering with Pandas and NumPy; created Matplotlib and Seaborn visualisations to communicate data insights.
LangGraph
Unknown
June 1, 2026 – Present
IBM Data Analyst Professional Certificate
IBM
June 1, 2026 – Present
LangChain for LLM Application Development
Unknown
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's academic background in Mechanical Engineering combined with self-driven certifications and projects in Data Analysis and LLM development shows adaptability and a strong desire to pivot into the AI domain. The diverse project types (data analysis, LLM, mechanical design) indicate a broad interest and willingness to learn new areas. The content management experience suggests leadership and teamwork potential. However, the lack of professional software engineering experience means cultural fit within a fast-paced, technical engineering team is yet to be fully assessed.
Soft Skills & Operational Fit
The candidate's experience as 'Head of Content Management' and 'Content Writer' suggests strong communication, content strategy, and coordination skills. The 'Operations Intern' role indicates an ability to analyze workflows and contribute to efficiency reporting, which could translate to process improvement in an engineering context. However, these roles are not directly technical and do not provide insight into operational fit within a software development team.