Loading Portfolio
Hello, I'm
Software Engineer II · M.Tech Data Science, BITS Pilani
Currently Building SARA: a fashion & retail intelligence pipeline
01 About
I work where messy data meets real-world systems. 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.
I tend to look beyond the immediate technical problem. When data fails, I want to understand why. When a pipeline works for five sites, I ask whether it will still work for a hundred. And when a dashboard contains thousands of metrics, I want to know which of them can actually change a decision — the kind of thinking laid out in more detail in how I think about systems.
Over the last few years, I have worked across data collection, processing, validation, infrastructure, analytics and intelligence systems. This has given me a perspective that sits somewhere between engineering and problem-solving: build reliable systems, understand the data flowing through them, and keep the final business decision in view. See what's changed because of that work for a few concrete examples.
I'm currently expanding that foundation through my M.Tech in Data Science at BITS Pilani, while continuing to work on data-driven systems in the e-commerce intelligence space.
Data ScienceMachine LearningE-commerce IntelligenceData InfrastructureCompetitor IntelligenceData-Driven Decision SystemsAI-Assisted Analytics
✦ My Journey
School days: computers were never my favourite subject. I never imagined building a career around technology. I didn't connect with programming and honestly thought it was something meant for naturally "tech people." I was not one of them.
Pursued Information Technology at Sri Shakthi Institute of Engineering and Technology. Struggled early, then discovered a real passion for data extraction and logic-driven problem solving. Graduated with 8.58 CGPA, First Class with Distinction.
Joined as a Software Engineering Intern. Worked on banner placement analysis for Amazon, Nykaa, and Blinkit: identifying where brand banners appear inside app layouts and connecting technical findings directly to business strategy.
Built the Client Site Mapping Dashboard for 42Signals and designed a Modular Web Scraping Pipeline with YAML-driven rules, MySQL integration, and multi-layer validation. Philosophy: build systems, not shortcuts.
Full ownership of 42Signals product operations, handling multiple client engagements, driving new explorations, and earning the Emerging Leader award for ownership and leadership initiative.
Enrolled in M.Tech Data Science and Engineering through the Work Integrated Learning Program. Goal: move beyond operational execution into strategic, AI-driven analytics leadership.
Promoted to Software Engineer II at PromptCloud / 42Signals, working at the intersection of data engineering, automation, and data science to turn raw web and app data into meaningful business insights across e-commerce and quick commerce.
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.
I don't just complete work; I refine it until it feels right. Ownership isn't assigned to me. It comes naturally.
02 Experience
PromptCloud / 42Signals · Bengaluru
Building and maintaining data systems that power e-commerce intelligence, including marketplace data pipelines, analytics workflows, competitive intelligence and automation.
PromptCloud / 42Signals · Bengaluru
Converted raw web and app data into actionable business insights for e-commerce and quick commerce, detecting trends and anomalies through automated validation and quality checks, and defining data quality standards across teams.
PromptCloud · Bengaluru
Designed and implemented scalable systems for processing large datasets with high reliability, applying statistical techniques to support business decisions and optimizing pipelines for throughput and accuracy.
PromptCloud · Bengaluru
Built scalable web scraping pipelines with configurable site adaptors for pagination, content fetching, and data extraction, 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 DistinctionSVGV Matric Hr Sec School & Vijayalakshmi Matric Hr Sec School
Jun 2016 – Mar 202005 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
An architecture for building scalable, reliable data retrieval systems with reusable components for collection, fetching, extraction, validation and downstream processing — currently applied across 22 fashion e-commerce and media sites, indexed into Elasticsearch as a searchable intelligence layer.
Read the Case StudyCompetitor Analysis · Market Intelligence
PromptCloud / 42SignalsA product-level intelligence system that identifies and ranks marketplace competitors using product names, inferred brands, categories, pricing and similarity signals.
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.
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.
Read the Case StudyDemand Signals · Pricing
PromptCloud / 42SignalsA marketplace pricing intelligence workflow designed to identify meaningful price discrepancies while reducing noise from irrelevant or low-value data fields.
Read the Case StudyA modular pipeline for URL collection, fetching and rule-based extraction using Python, YAML, MySQL, CSV and web parsing components.
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