Where I’ve worked, studied & built
My work
Each case file starts with the business problem, then the approach, what I built, and the twists that changed my thinking.
Business problems solved inside real reporting, data-quality, geospatial and stakeholder workflows.
Living Stones FoundationAquaWatch Water Risk RankingRanking water risk for every municipality in Ceará, Brazil, and showing how far to trust each scorePython · GeoPandas · Rasterio
Nexodus Inc.Nexodus Data AutomationTurning disconnected KPIs into a repeatable reporting systemPython · Selenium · Power BINexodus Inc.Nexodus NLP & Data QualityBuilding trust in structured data before analyzing unstructured contentMySQL · Python · PandasProjects shaped by sponsor questions, operational constraints, and a real delivery context.
End-to-end systems built to explore validation, forecasting, healthcare, NLP, BI, databases, and deployment.
My journey
01 / 10
Mission · Follow what feels interesting
I started with Electronics and VLSI because I genuinely liked understanding what was happening under the surface. Then COVID slowed everything down, and I started exploring coding just for fun. I was a complete beginner, but making something work on my own felt exciting.
“This feels exciting. Maybe VLSI is the thing I will do forever.”
Unlocked · Systems Thinking
02 / 10
Mission · Explore without overthinking
I did not have a perfect plan. I watched YouTube, searched Google, took Coursera courses, and tried whatever looked interesting. I was simply learning what kind of work kept me curious.
“Wait... coding is actually fun. Is this just a phase? Let me keep going.”
Unlocked · Curiosity
03 / 10
Mission · Turn curiosity into discipline
Mysuru was my first time living away from home. I was nervous, excited, and honestly ready to learn everything. Infosys training gave structure to my curiosity through Java, Selenium, SQL, testing, and the complete software process.
“Maybe this is what I want to do forever... let me see how far I can take it.”
Unlocked · Discipline
04 / 10
Mission · Understand why systems fail
In Chennai, the work became real. I was validating banking systems, tracking defects, checking ETL transformations, and understanding why something failed instead of only marking it as failed. Being promoted to Test Engineer showed me how much I enjoyed investigation.
“Okay, maybe this is the real career path. Or maybe I am still figuring it out.”
Unlocked · Quality Mindset
05 / 10
Mission · Choose growth over comfort
I knew in my gut that I wanted work that kept changing and challenging me. Data felt right because every problem looked different. Moving abroad as a first-generation student was a huge step, but my excitement to learn was stronger than the fear.
“Will I really pull this off? I guess there is only one way to find out.”
Unlocked · Adaptability
06 / 10
Mission · Connect tools to decisions
Northeastern changed how I looked at analytics. SQL, machine learning, dashboards, forecasting, and AI stopped feeling like separate subjects. They became one process: understand the question, validate the data, build the solution, and explain what it means.
“This finally feels like all the pieces are connecting. Maybe this is it.”
Unlocked · Machine Intelligence
07 / 10
Mission · Save people real time
At Nexodus, I saw how much time people were losing to repetitive reporting. I automated collection, worked on Power BI dashboards, and helped retain historical data. Cutting reporting time by 70% taught me that useful analytics should make someone’s day easier.
“This is the first time my work clearly saved people time. I want more of this.”
Unlocked · Business Analytics
08 / 10
Mission · Earn trust before modeling
In my co-op, I worked with messy source data and unstructured social content. I caught recurring issues before reporting and built a BERT pipeline. The biggest lesson was simple: people trust the result only when the data behind it is clean and explainable.
“So AI is not just about models. Trust comes first. That changed everything.”
Unlocked · AI Communication
09 / 10
Mission · Look back at the distance
Graduating with a 3.9 GPA still feels surreal. I moved from electronics to coding, testing, analytics, an internship, a co-op, and finally a master’s in Analytics with a Machine Intelligence concentration.
“Maybe this is the end of one trail... but definitely not the end of the journey.”
Unlocked · Graduate
10 / 10
Mission · Build things people can trust
Now I am a Geospatial Analyst at Living Stones Foundation, ranking water risk for all 184 municipalities in Ceará, Brazil. I am working where analytics, engineering, and AI meet. I do not want to build models only because I can. I want to build systems that help people understand what is happening, why it matters, and what to do next.
“I still do not know exactly how far this trail goes. That is the fun part.”
Unlocked · Impact Builder
The next stop
If this way of thinking resonates with you, reach me at
