# HEMANK JAIN - Aspiring Data Scientist & Product Management Professional
Source: https://hello.cv/hemankjain
Pilani

## Links
- LinkedIn | https://www.linkedin.com/in/hemank-jain

## About
Highly analytical and results-driven professional pursuing a dual degree in Chemical Engineering and Physics, with a strong foundation in data science, machine learning, and product management. Proven ability to leverage advanced analytical techniques and build predictive models to drive business insights and optimize processes. Experienced in leading initiatives, managing teams, and delivering impactful projects, demonstrating strong leadership and communication skills.

## Work
### Research Intern | Institute of Seismological Research
https://
Conducted advanced machine learning research on seismic data, focusing on anomaly detection and classification to improve predictive accuracy.
- Classified one-year radon time series data into seismic and non-seismic zones using stacked machine learning models (GLM, LR, k-NN), significantly improving AUC from 0.83 to 0.93 across four rolling windows.
- Identified and labeled full-day anomalies by integrating prediction confidence through an Automatic Anomaly Indication Function, triggering alerts at a confidence threshold of >= 0.55.
- Enhanced classification accuracy from 2.9% to 23% by implementing hyperparameter tuning and class rebalancing techniques, effectively reducing seismic false negatives.
- Developed a 5x5 meta-feature matrix from cross-validation predictions to efficiently aggregate signals and improve anomaly detection across dynamic time-series windows.
### Secretary | Product Management Club, BITS Pilani
https://
Led strategic initiatives and community engagement for the Product Management Club, fostering professional development and industry connections.
- Curated 4 strategic workshops and 3 case sprints, achieving an average turnout of over 80 participants and increasing Product Management Club engagement by 30% within one semester.
- Orchestrated speaker events featuring 5 industry leaders, including CPO of Airtel and Director of Domino's, to provide insights on Go-to-Market strategies, product roadmaps, and market fit.
- Designed and executed the flagship APOGEE event focused on product strategy, attracting over 150 cross-campus attendees and doubling outreach compared to previous editions.
### Joint Co-ordinator | Mime Club, BITS Pilani
https://
Managed and directed a large production team for the Mime Club, significantly expanding digital reach and enhancing performance quality.
- Directed 5 short films, including one pitched to Netflix, acted in 6 productions, and scripted 4 films and over 20 stage acts, performing before an audience of over 3,000 at APOGEE & OASIS.
- Led a 50-member production team for 4 major acts and 5 flagship events, enhancing execution speed by 20% through structured delegation and weekly sprints.
- Significantly scaled the Mime Club's digital reach by managing social media, achieving over 300,000 views on peak campaigns and increasing follower engagement by 2.4x.
- Conducted over 60 internal workshops focused on scripting, performance, and team bonding, contributing to high team retention and consistent content output across semesters.
### Data Analyst Intern | Shashwat Consultancy Pvt. Ltd.
https://
Applied advanced data modeling and analytical techniques to financial data, enhancing loan approval processes and improving model accuracy for a leading consultancy.
- Enabled ₹5 Crore loan approvals by developing a comprehensive 10-year repayment projection model, incorporating DSCR 7.94, 4-year breakeven, and EMI ₹2.47L, utilizing advanced Excel-based modeling.
- Reduced financial model error margin to less than 1% by rigorously validating over 15 key performance indicators (KPIs), including PAT, EBITDA, DSCR, and NWC, across three critical financial outcomes.
- Designed and implemented a lender-facing dashboard that consolidated complex cash flows, repayment timelines, and credit risks, streamlining reporting and reducing loan approval time by 50%.

## Volunteer
### Core Member | National Service Scheme - UMANG
https://
Contributed as a core member to educational and social initiatives, driving fundraising and participation for community welfare programs.
- Successfully raised ₹8.2 Lakh for underprivileged education by designing and implementing a 3-tier outreach model, impacting approximately 2000 students and securing partnerships with over 5 corporate sponsors.
- Increased blood donation participation by 60% year-over-year through targeted awareness campaigns, resulting in over 250 on-campus registrations in a single day.

## Education
### Birla Institute of Technology and Science (BITS) Pilani | Chemical Engineering & Physics
https://
- Computational Physics
- Business Communication
- Fundamentals of Finance
- Computer Programming
- Machine Learning
- Probability and Statistics
- Mass Communication
### St. Anthony's Sr. Sec. School | General Studies
95.4% | https://
### St. Anthony's Sr. Sec. School | General Studies
92.2% | https://

## Awards
### State Finalist, Bournvita Quiz Contest
Bournvita Quiz Contest
Recognized for outperforming over 200 teams, demonstrating exceptional high-speed recall and structured analytical thinking.
### Multiple Inter-School Quiz Champion
Various inter-school competitions
Won over 10 inter-school quizzes between 2017-2019, showcasing mastery in pattern recognition, general knowledge analytics, and rapid team-based decision-making.

## Languages
- English | Fluent
- Hindi | Native

## Skills
### Data Analysis & Visualization
Proficient
- Data Analytics
- Power BI
- SQL
- MS Excel
- Tableau
- Data Modeling
### Programming & Libraries
Proficient
- Python
- NumPy
- pandas
- Plotly
### Machine Learning & AI
Proficient
- Scikit-learn
- GLM
- LR (Logistic Regression)
- k-NN (k-Nearest Neighbors)
- BERT-based Sentiment Scoring
- LSTM (Long Short-Term Memory)
- Hyperparameter Tuning
- Class Rebalancing
- Anomaly Detection
### Financial Modeling
Competent
- Excel-based Modeling
- Financial Ratios (DSCR, PAT, EBITDA, NWC)
### CAD Software
Competent
- AutoCAD
### Communication & Leadership
Proficient
- Business Communication
- Team Leadership
- Project Management
- Event Management
- Content Strategy
- Social Media Management
- Public Speaking

## Projects
### Analysis of Trade and Institutional Quality in BRICS (1996-2018)
https://
Conducted a comprehensive data analysis of trade and institutional quality within BRICS nations, identifying key correlations and factors influencing export growth.
### Predictive Analysis of Crude Oil Market Trends Based on Public Sentiment and Deep Learning
https://
Developed an AI/ML model to predict crude oil market trends by analyzing public sentiment data, integrating deep learning techniques for enhanced accuracy.

## Source
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