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Sam Kamalesan

Final-year CS · Full-Stack, Software & AI/ML Engineer · Investment Banking · Bloomberg Finance Certified · JPMorgan IB + SWE certified · Vice President’s Fellow @ Woxsen · Engineer who understands markets · Google Cloud

Hyderabad

1+ year of work experience

Skreed
Apr 20268 mosPresent

Greater Hyderabad Area

• Engineered a scalable browser automation system using Automa & JavaScript to autonomously verify, format, and bulk-upload product artwork across KornitX and e-commerce platforms, managing 500+ dynamic SKUs with 100% catalog accuracy. • Architected a high-throughput parallel execution pipeline across 10 concurrent instances, implementing global database synchronization and custom retry logic to eliminate duplicate entries and maintain data integrity at scale. • Developed a predictive machine learning pipeline leveraging Python, BigQuery, and GA4 to model real-time user behavior and forecast e-commerce purchase intent — engineering a live Propensity-to-Buy (PTB) scoring system (LightGBM/XGBoost) to assign session-level purchase probability scores, Sequence Modeling via RNNs/Transformers to analyze clickstream intent and predict exit behavior, and Deep Behavioral Segmentation using DBSCAN to identify hidden buyer cohorts, achieving 67% precision and enabling surgical, data-driven optimization of Customer Acquisition Cost (CAC). • Designed and deployed an automated ETL workflow for macro-funnel analytics, integrating Algorithmic Multi-Touch Attribution via Shapley Values and Markov Chains to eliminate last-click bias, Predictive Customer Lifetime Value modeling (Random Forest/Gradient Boosting) for cohort-level churn and loyalty scoring, BTYD Probabilistic Modeling (BG/NBD & Gamma-Gamma) for forward-looking revenue projection, Uplift Modeling (Random Forests) to isolate persuadable audiences, and Price Elasticity via XGBoost for dynamic SKU-level pricing — producing high-intent VIP retargeting audiences and driving measurable reductions in CAC across paid acquisition channels.
FLUX
Nov 20251 yr 1 moPresent

• Architected and deployed the full production website (fluxmagazine.in) for a bi-monthly publication, managing the entire SDLC from design to deployment. • Achieved 86% faster load times by reducing Largest Contentful Paint (LCP) by 2+ seconds through image optimization and code splitting. • Increased average session duration by 65% via high-fidelity GSAP animations and optimized UI/UX design. • Reduced bounce rate by 25% through Core Web Vitals improvements, improving first-time reader experience. • Increased operational efficiency by 40% by fully digitizing editorial and publishing workflows. • Stack: Next.js, ReactJS, Tailwind CSS, GSAP, Node.js, JavaScript.
Woxsen University
Aug 20251 yr 4 mosPresent

• Selected as one of ~8 VP Fellows university-wide to work directly with the Vice President (Prof. Raul Villamarin Rodriguez) on institutional strategy and operations. • Coordinated the state visit of H.E. Prof. Anil Sooklal, High Commissioner of South Africa to India — managed airport reception, full day schedule, and roundtable sessions. • Supported cross-functional operations spanning technology, international relations, academic strategy, startup incubation, and alumni engagement. • Moderated an international virtual session (FutureYou Series) with guest speaker from New York University on quantum-age cybersecurity, reaching a global audience. • Provided editorial support for two published books by Woxsen VP and AI Research Director, both available on Amazon.
Woxsen University
Apr 20251 yr 8 mosPresent

JPMorganChase
Mar 20261 moMar 2026

-Identified an ideal M&A target for a client based on an assessment of their strategic and financial criteria. -Constructed a DCF model to calculate the valuation of the M&A target and adjusted the model to account for a competitor bid and supply chain interruption. -Created a 2-pager for the client containing a company profile and summary of the auction process.
JPMorganChase
Feb 20261 moFeb 2026

• Integrated Kafka into a Spring Boot microservice to consume and deserialize high-volume transaction messages using a configurable topic and embedded Kafka test framework. • Implemented transaction validation and persistence logic with Spring Data JPA and an H2 SQL database, including entity modeling and balance updates across relational User records. • Connected the service to an external REST Incentive API using RestTemplate, processing incentive responses and incorporating them into transactional workflows. • Developed a REST endpoint for querying user balances, returning JSON responses through a Spring controller while maintaining clean architectural boundaries. • Verified system behavior using Maven test suites and debugger-driven inspection, ensuring reliability across message ingestion, database operations, and external API interactions.
Russell Belk Centre For International Relations, Woxsen University
Aug 20259 mosApr 2026

• Orchestrated diplomatic protocols and logistics for high-level summits, managing visits for 10+ global ambassadors and international dignitaries. • Architected Woxsen International Week, a mass-scale framework attracting 2,000+ participants while securing $15k+ in corporate sponsorships. • Redesigned the IR web portal and produced 5+ global webinars, increasing digital traffic by 45% and scaling attendance to 300+ participants per session.

Sam’s AI Stack

anthropic apis
anthropic apis
claude code
claude code
claude
claude
gemini
gemini
hugging face
hugging face
langchain
langchain

Education

Woxsen University

Bachelor's degree, Computer Science

Woxsen University

20234 yrs2027
Asian Christian High School

Asian Christian High School

201112 yrs2023

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Headline

Final-year CS · Full-Stack, Software & AI/ML Engineer · Investment Banking · Bloomberg Finance Certified · JPMorgan IB + SWE certified · Vice President’s Fellow @ Woxsen · Engineer who understands markets · Google Cloud

About

I'm a final-year Computer Science student at Woxsen University with a strong engineering foundation, and an equally serious track in finance. On the tech side: I shipped fluxmagazine.in, a production web platform achieving 96% faster load times and 65% higher user engagement, built with Next.js, React, GSAP, and Node.js. I've done ML research at Universidad del Rosario (Colombia) on AI in biomedical sciences, reached the Top 10 at Microsoft Hyderabad's Code-A-Thon (500+ participants) building an Agentic AI platform, and completed JPMorgan's Software Engineering simulation working with Kafka, Spring Boot, and REST APIs. On the finance side: I hold Bloomberg Finance Fundamentals certification, completed JPMorgan's Investment Banking Job Simulation (DCF modelling, M&A target analysis, auction process documentation), and currently serve as Vice President's Fellow for Strategic Operations & Innovation at Woxsen University, working directly at the executive level on institutional strategy, financial planning, and high-stakes stakeholder management. This dual foundation, engineering depth plus financial fluency, is what makes me a strong fit for technology/ finance roles: full-Stack, software engineering, AI/ML, cloud architecting, and fintech Markets Technology, Fintech Engineering, Quantitative Development, or Investment Banking. Outside the screen: former national-level badminton competitor, rank#1 & district champion in singles and doubles, and participated several national-level official ranking tournaments pan-India & represented my state, and have also participated in state-level ranking tournaments. The sport gave me pressure management, split-second decision-making, and a discipline that transfers directly into high-stakes professional environments. 📍 Hyderabad · Final year, graduating 2027 · Open to internships and full-time roles in SWE, AI/ML, IB, and Markets Technology. 📬 sam.kamalesan_2027@woxsen.edu.in · fluxmagazine.in

Location

Hyderabad

AI stack

anthropic apis

claude code

claude

gemini

hugging face

langchain

Work experience

Automation Engineer & Data Analyst Intern at Skreed, Apr 2026 - Present · 8 mos, Greater Hyderabad Area, • Engineered a scalable browser automation system using Automa & JavaScript to autonomously verify, format, and bulk-upload product artwork across KornitX and e-commerce platforms, managing 500+ dynamic SKUs with 100% catalog accuracy. • Architected a high-throughput parallel execution pipeline across 10 concurrent instances, implementing global database synchronization and custom retry logic to eliminate duplicate entries and maintain data integrity at scale. • Developed a predictive machine learning pipeline leveraging Python, BigQuery, and GA4 to model real-time user behavior and forecast e-commerce purchase intent — engineering a live Propensity-to-Buy (PTB) scoring system (LightGBM/XGBoost) to assign session-level purchase probability scores, Sequence Modeling via RNNs/Transformers to analyze clickstream intent and predict exit behavior, and Deep Behavioral Segmentation using DBSCAN to identify hidden buyer cohorts, achieving 67% precision and enabling surgical, data-driven optimization of Customer Acquisition Cost (CAC). • Designed and deployed an automated ETL workflow for macro-funnel analytics, integrating Algorithmic Multi-Touch Attribution via Shapley Values and Markov Chains to eliminate last-click bias, Predictive Customer Lifetime Value modeling (Random Forest/Gradient Boosting) for cohort-level churn and loyalty scoring, BTYD Probabilistic Modeling (BG/NBD & Gamma-Gamma) for forward-looking revenue projection, Uplift Modeling (Random Forests) to isolate persuadable audiences, and Price Elasticity via XGBoost for dynamic SKU-level pricing — producing high-intent VIP retargeting audiences and driving measurable reductions in CAC across paid acquisition channels.

Head of Technology at FLUX, Nov 2025 - Present · 1 yr 1 mo, • Architected and deployed the full production website (fluxmagazine.in) for a bi-monthly publication, managing the entire SDLC from design to deployment. • Achieved 86% faster load times by reducing Largest Contentful Paint (LCP) by 2+ seconds through image optimization and code splitting. • Increased average session duration by 65% via high-fidelity GSAP animations and optimized UI/UX design. • Reduced bounce rate by 25% through Core Web Vitals improvements, improving first-time reader experience. • Increased operational efficiency by 40% by fully digitizing editorial and publishing workflows. • Stack: Next.js, ReactJS, Tailwind CSS, GSAP, Node.js, JavaScript.

Strategic Operations & Innovation Fellow - Vice President’s Office at Woxsen University, Aug 2025 - Present · 1 yr 4 mos, • Selected as one of ~8 VP Fellows university-wide to work directly with the Vice President (Prof. Raul Villamarin Rodriguez) on institutional strategy and operations. • Coordinated the state visit of H.E. Prof. Anil Sooklal, High Commissioner of South Africa to India — managed airport reception, full day schedule, and roundtable sessions. • Supported cross-functional operations spanning technology, international relations, academic strategy, startup incubation, and alumni engagement. • Moderated an international virtual session (FutureYou Series) with guest speaker from New York University on quantum-age cybersecurity, reaching a global audience. • Provided editorial support for two published books by Woxsen VP and AI Research Director, both available on Amazon.

Tech Lead at Woxsen University, Apr 2025 - Present · 1 yr 8 mos

Investment Banking Job Simulation at JPMorganChase, Mar 2026 - Mar 2026 · 1 mo, -Identified an ideal M&A target for a client based on an assessment of their strategic and financial criteria. -Constructed a DCF model to calculate the valuation of the M&A target and adjusted the model to account for a competitor bid and supply chain interruption. -Created a 2-pager for the client containing a company profile and summary of the auction process.

Software Engineer Job Simulation at JPMorganChase, Feb 2026 - Feb 2026 · 1 mo, • Integrated Kafka into a Spring Boot microservice to consume and deserialize high-volume transaction messages using a configurable topic and embedded Kafka test framework. • Implemented transaction validation and persistence logic with Spring Data JPA and an H2 SQL database, including entity modeling and balance updates across relational User records. • Connected the service to an external REST Incentive API using RestTemplate, processing incentive responses and incorporating them into transactional workflows. • Developed a REST endpoint for querying user balances, returning JSON responses through a Spring controller while maintaining clean architectural boundaries. • Verified system behavior using Maven test suites and debugger-driven inspection, ensuring reliability across message ingestion, database operations, and external API interactions.

Senior Executive at Russell Belk Centre For International Relations, Woxsen University, Aug 2025 - Apr 2026 · 9 mos, • Orchestrated diplomatic protocols and logistics for high-level summits, managing visits for 10+ global ambassadors and international dignitaries. • Architected Woxsen International Week, a mass-scale framework attracting 2,000+ participants while securing $15k+ in corporate sponsorships. • Redesigned the IR web portal and produced 5+ global webinars, increasing digital traffic by 45% and scaling attendance to 300+ participants per session.

Education

Bachelor's degree, Computer Science, Woxsen University

Asian Christian High School

Public links

github: https://github.com/kamalesansam

Sam Kamalesan - Automation Engineer & Data Analyst Intern in Hyderabad | Tal