Loading the things I’ve built
Hello, I'm
Data Scientist - E-commerce & Market Intelligence
Software Engineer II at PromptCloud / 42Signals · M.Tech Data Science, BITS Pilani
Currently Building SARA: a fashion & retail intelligence pipeline
01 About
As a data scientist, my work sits across data engineering, analytics and e-commerce intelligence - building pipelines, processing systems and analytical workflows that turn raw marketplace and web data into something teams can actually use, including SARA, my current work in fashion and retail intelligence.
Over the last few years, I have worked across data collection, processing, validation, infrastructure, analytics and intelligence systems - a perspective that sits somewhere between engineering and problem-solving. I'm currently expanding that foundation through my M.Tech in Data Science at BITS Pilani.
Data ScienceMachine LearningE-commerce IntelligenceData InfrastructureCompetitor IntelligenceData-Driven Decision SystemsAI-Assisted Analytics
✦ My Journey
Began Information Technology at Sri Shakthi Institute of Engineering and Technology without a clear idea of where it would lead. Graduated in 2024 with 8.58 CGPA, First Class with Distinction.
Worked on banner placement analysis for Amazon, Nykaa, and Blinkit, and discovered a real interest in working with real-world, messy data rather than textbook problems.
Became an Associate Software Engineer and began owning production data pipelines: the Client Site Mapping Dashboard for 42Signals and a modular, YAML-driven web scraping pipeline.
Promoted to Software Engineer I with full ownership of 42Signals product operations, and enrolled in M.Tech Data Science and Engineering at BITS Pilani.
Continuing to move from operational execution toward data science, analytics and intelligence: competitor, price and search intelligence systems built on that engineering foundation.
Conducting mock interviews for college juniors: resumes, Python, logical thinking. Because guidance matters enormously at the start. And for me, this is only the beginning.
Build systems that solve real problems people actually face, not just what looks impressive. Clarity, structure, and long-term impact over short-term noise.
Take ownership. Refine until it's right. Grow into someone who doesn't just contribute, but leads, shapes outcomes, and makes things meaningfully better.
02 Experience
PromptCloud / 42Signals · Bengaluru
I work across data engineering, analytics and e-commerce intelligence, turning raw marketplace and web data into systems that support business decisions.
PromptCloud / 42Signals · Bengaluru
Worked at the intersection of data engineering, analytics and e-commerce intelligence, converting raw web and app data into structured datasets used for business analysis.
PromptCloud · Bengaluru
Designed modular data pipelines for collection, fetching, extraction and validation, applying statistical techniques to support business decisions.
PromptCloud · Bengaluru
Built configurable web-data extraction systems for production workflows, supporting market research and content aggregation projects.
03 Skills
04 Education
Birla Institute of Technology and Science, Pilani
Oct 2025 – Aug 2027 Current CGPA: 8.58Sri Shakthi Institute of Engineering and Technology
Nov 2020 – Apr 2024 CGPA: 8.58 · First Class with Distinction05 Recognition
Awarded for impeccable ownership of the 42signals product, driving multiple client engagements, leading new explorations, and demonstrating strong leadership initiative.
Recognized for going above and beyond on key projects, consistently exceeding expectations and delivery targets.
Celebrated for exceptional teamwork, collaboration, and sustained positive impact across cross-functional teams.
06 Selected Work
Competitor Analysis · E-commerce Market Intelligence
A manually maintained competitor list goes stale the moment it's written down.
Continuously track pricing, assortment and positioning, scoring how confident each match is.
Shown above as a 4-stage pipeline; hover a stage to see what it does.
Competitive visibility becomes a dashboard checked regularly, not a project someone has to remember to run.
Demand Signals · Pricing
PromptCloud / 42SignalsA marketplace pricing intelligence workflow designed to identify meaningful price discrepancies while reducing noise from irrelevant or low-value data fields.
Outcome: pricing anomalies surface as they happen, not as a quarterly surprise.
Read the Case StudySearch & Keyword Insights
PromptCloud / 42SignalsA search-performance intelligence system covering keyword rankings, brand visibility, competitor movement, rank distribution and product-level performance.
Outcome: visibility becomes a number tracked over time, not a vague sense of underperformance.
Read the Case StudyFashion Retail Client · Digital Shelf Analytics
PromptCloud / 42SignalsA system for connecting products across marketplaces using product attributes and similarity signals to improve cross-market analysis.
Outcome: when the system isn't confident two listings are the same product, it says so, rather than guessing.
Read the Case StudyData Engineering Foundation · Scalable Automated Retrieval Architecture
Currently BuildingThe reusable retrieval architecture behind the intelligence systems above: collection, fetching, extraction, validation and downstream processing, applied across 22 fashion e-commerce and media sites and indexed into Elasticsearch.
Read the Case StudyA modular pipeline for URL collection, fetching and rule-based extraction using Python, YAML, MySQL, CSV and web parsing components - the engineering foundation this career has been built on.
Outcome: onboarding a new source became a configuration change, not a rewrite: the same principle SARA later scaled further.
Read the Case Study07 Writing
✍️ Writing
Understanding why a system was built a certain way is worth more than knowing the most code. Two pipelines that looked logically separate turned out to be split only because of an outdated client requirement; recognizing that led to roughly a 50% reduction in analytics cost. "The code tells you what. The history tells you why."
✍️ Writing
Society romanticizes peace as quiet beaches and minimalist spaces, but the real thing is different. Coming home during festivals, chaotic and loud as it is, produces a calm no silence ever could. "Peace is not the absence of noise. Peace is the presence of a safety net."
✍️ Writing
Responsibility defines deliverables. Curiosity drives growth. Poking around a product beyond what's assigned (every dashboard, filter, and edge case) surfaces problems raw data never shows on its own. "The most valuable engineering skill isn't writing better code. It's being curious enough to keep poking around."
✍️ Writing
Every dashboard, alert, and automation you build adds a system, and every system needs an owner, or it just becomes hidden risk. "A watchtower without a watchman is just architecture. A dashboard without an owner is just a chart."
✍️ Writing
Repeatedly firefighting the same emergencies is a design problem, not an effort problem. Real strength isn't living inside an iron dome of manual fixes and constant monitoring; it's building systems that stay stable as complexity grows. "Security is not just protection. It is resilience by design."
More From Me
📸 Gallery
Moments worth remembering, and what they taught me
✦ Beyond Work
Chasing sunsets in Poovar, palace views in Udaipur: experiences that shift perspective more than any textbook ever could.
Capturing candid moments and landscapes. Every frame holds a memory worth keeping.
Mock interviews for college juniors: resumes, Python, logical thinking. Giving back what I wish I had at the start.
10+ sessions10 Contact
Building a data pipeline, analytics system, market intelligence product, or something somewhere between them? I'd be interested in understanding the problem.
Ready to collaborate?
Drop me an email and I'll get back to you within 24 hours.
Send a Message