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Data Science with less than a year in AI/ML & Data Analytics
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Assessing your cultural and operational fit
An aspiring AI/ML and Data Science professional currently pursuing an MBA in DS & AI. Skilled in advanced Excel, Python, Power BI, MySQL, and various AI/ML pipeline and governance frameworks. Experienced in data visualization, business intelligence, and project risk management, with hands-on experience in developing AI/ML models and automating processes.
Indian Institute of Technology, Mandi
MBA · DS & AI
August 1, 2024 – June 30, 2026
GGDSD College, Panjab University
B.Com(Hons.) · Commerce
August 1, 2021 – June 30, 2024
Virohan
Associate, Candidate Team
May 1, 2026 – Present
India
Ireava
Business Analyst Intern
May 1, 2025 – July 1, 2025
India
Pawzz Foundation
Social intern
November 1, 2024 – December 1, 2024
India
Shine Projects
HR intern
August 1, 2022 – October 1, 2022
India
Live project involving Sales analysis, Dues Analysis, and Retail Application Usage
May 1, 2026 – Present
Working on a live project which involves 3 separate projects, namely: Sales analysis, Dues Analysis, and Retail Application Usage.
AI-driven product management Application for customer sentiment analysis
May 1, 2026 – Present
Utilized machine learning and MCP Agents for customer sentiment analysis which can help entreprises to learn about about the customer sentiment and attrition.
Project aimed at improving rural education in Himachal Pradesh
May 1, 2026 – Present
Built a project aimed at improving rural education in Himachal Pradesh through digital learning, teacher support, and accessible educational infrastructure.
Sentimental Analysis of Social media posts of major political parties
May 1, 2026 – Present
Sentimental Analysis of Social media posts of major political parties.
Market research and report for app-based cab services
May 1, 2026 – Present
Conducted market research and prepared a report for app-based cab services.
Application using Python to automate attendance management
May 1, 2026 – Present
Prepared an application using Python that could help automate attendance management by scanning a unique one-time code.
Marketing Report for OLA Electrics Ltd.
May 1, 2026 – Present
Created a Marketing Report which involved the identification of 3 potential foreign markets for OLA Electrics Ltd. and also mentioned the strategies to enter, sustain, and be profitable in those markets.
Management Project (Qualitative Analysis & Sentimental Analysis)
May 1, 2026 – Present
Qualitative Analysis (36 Interviews ), Sentimental Analysis (131 comments from Youtube, Quora, Instagram, and Reddit) to analyze the impact of AI chatbots on mental health of Gen Z teens and analyzing the need for parental intervention.
Data Analysis Project (Power BI dashboards)
May 1, 2026 – Present
Prepared Power BI dashboards to extract business insights from raw data for the client.
Predictive Risk System
May 1, 2026 – Present
Predictive Risk System
ML model for classifying transactions into fraud or not on real fintech data for Ai Hack
May 1, 2026 – Present
Built an ML model for classifying transactions into fraud or not on real fintech data for Ai Hack.
Short report on the pricing of window cleaning service for North Campus, IIT MANDI
May 1, 2026 – Present
Prepared a short report on the pricing of window cleaning service for North Campus, IIT MANDI.
Voice-based assistant using Python
May 1, 2026 – Present
Prepared a voice-based assistant using Python.
Python project on critical analysis of a dataset and visuals
January 1, 2024 – May 1, 2024
Prepared a Python project on critical analysis of a dataset and visuals.
Power BI Group project
January 1, 2024 – May 1, 2024
Prepared a Power BI Group project in MBA 1st sem
Analysis of financial reports of Asain Paints Ltd.
January 1, 2023 – January 1, 2024
Prepared a detailed report on the analysis of financial reports of Asain Paints Ltd.
Analysis of Financial Statements of Company of Choice (mine was HUL)
January 1, 2023 – January 1, 2024
Prepared a report on various Indian Accounting Standards followed by the company during BCom 6th sem
Assignment about various business ethics
January 1, 2023 – January 1, 2024
Choosing 3 to 4 companies and preparing an assignment about various business ethics followed by them during BCom 6th sem
Winner For Kiit's 16th HR Conclave precontest
Kiit's
June 1, 2026 – Present
Colgate Transcend Challenge
Colgate
June 1, 2026 – Present
Grant Thornton CASEino
Grant Thornton
June 1, 2026 – Present
Flipkart Wired 6.0
Flipkart
June 1, 2026 – Present
HUL L.I.M.E
HUL
June 1, 2026 – Present
Top 10 teams in AiHack Hackathon
AiHack
June 1, 2026 – Present
Placed 1st in class in MBA 1st sem
Unknown
January 1, 2024 – Present
Placed 1st in college BCom 4th sem
Unknown
January 1, 2022 – Present
Prefect (House captain) in 9th standard
Unknown
January 1, 2018 – Present
Cultural Fit Analysis
The candidate's diverse academic projects, participation in numerous competitions, and leadership roles suggest a proactive and engaged individual. Their involvement in social internships and projects aimed at improving rural education indicates a sense of social responsibility. The breadth of skills, from technical data science to business analysis and project management, suggests adaptability and a willingness to learn across domains. This profile indicates a good cultural fit for dynamic, team-oriented environments that value both technical rigor and broader impact.
Soft Skills & Operational Fit
The candidate demonstrates strong soft skills through leadership roles in academic competitions and committees, team coordination, and client communication in their current role at Virohan. Their experience in Agile and Change Management, Project Risk Management, and Resource Capacity Modelling suggests an operational fit for structured project environments. The diverse project portfolio, including social causes and business ethics, indicates a well-rounded individual with a broader perspective.