Applied AI ENGINEER
Transforming ideas into intelligent solutions.

I build production-ready LLM, agentic, and RAG systems - shipping end-to-end features, robust data pipelines, and full-stack web applications. Always curious, always shipping.

GENERATIVE AI LLM SYSTEMS RAG ARCHITECTURES UI/UX DESIGN AI AGENTS AUTOMATION MACHINE LEARNING DATA ENGINEERING PRODUCT MANAGEMENT VISUALIZATION & STORYTELLING BUSINESS INTELLIGENCE PREDICTIVE ANALYTICS FULL-STACK DEVELOPMENT CLOUD & MLOPS
From Concept to Production

My Story

Hey there, I’m Gopi! My journey is driven by a simple, obsessive love: building digital products that actually work and solve real problems. I find a unique thrill in taking an abstract idea, architecting the data pipelines, orchestrating the intelligent models, and shipping it as a fully functional, end-to-end application.

Over the years, my work has spanned the entire product lifecycle. I’ve wrangled large-scale data in Databricks and Snowflake, built full-stack analytics dashboards, and engineered production GenAI agents and RAG pipelines. To me, AI is a powerful tool to build interactive, intelligent, and scalable solutions that make a real difference for users. I refined this focus during my Master’s in AI and Business Analytics at the University of South Florida.

This website is a collection of my projects, experiences, and continuous learning journey. Take a look around - and let's connect if you want to talk product development, full-stack AI, or coffee!

Quick Highlights

  • Core Focus Building AI-powered products that solve real business problems.
  • Fuel Source Sports, curiosity, and solving problems that actually matter.
  • Superpowers Bridging product thinking, software engineering, and applied AI.
  • Current Stack Python • FastAPI • SQL • GenAI (RAG, Agents, MCP) • LangGraph • Databricks • PostgreSQL
Career Timeline

Professional Experience

Senior Analyst

FitFlix Private Limited • Bengaluru, India

May 2023 - May 2024
  • Developed NLP pipelines to process 100K+ customer reviews and support conversations, using sentiment analysis, entity extraction, and semantic search to uncover actionable product insights.
  • Designed and developed REST APIs using FastAPI and PostgreSQL to power customer feedback workflows and product intelligence features.
  • Built and shipped 15+ customer-facing and internal features, implementing backend business logic, database integrations, and production-ready services across multiple product releases.
  • Mentored junior engineers and product teams on NLP workflows, API integration, and backend development practices, accelerating onboarding and strengthening cross-functional technical collaboration.
Skills: NLP Pipelines Sentiment Analysis Entity Extraction Semantic Search REST APIs FastAPI PostgreSQL Backend Development API Integration

Product Analyst

BlackBuck (Zinka Logistics Solutions Private Limited) • Bengaluru, India

May 2022 - Apr 2023
  • Owned the technical delivery of 10+ product features for the BlackBuck Transport Android application by translating business requirements into PRDs, user stories, wireframes, engineering specifications, and production-ready releases.
  • Built a product instrumentation framework by defining 50+ application events, leveraging Mixpanel, SQL, and Metabase to measure user behavior, optimize feature adoption, and support data-driven product decisions.
  • Developed Python and SQL solutions to automate product validation, operational reporting, and feature performance analysis, reducing manual effort by 30% and accelerating engineering feedback cycles.
  • Accelerated feature releases by driving sprint planning, API validation, SIT, and UAT, ensuring production-ready software across Agile development cycles.
Skills: Android Delivery PRDs & User Stories Wireframing Mixpanel SQL Metabase Python Agile (Scrum) API Validation SIT / UAT

Product Analyst

MediBuddy (Phasorz Technologies Private Limited) • Bengaluru, India

Nov 2021 - Apr 2022
  • Increased product visibility across 20+ core KPIs by building interactive Apache Superset dashboards, enabling product managers to monitor feature adoption, user engagement, and operational performance in real time.
  • Improved product catalog quality by standardizing and validating 150K+ healthcare SKUs using SQL-driven workflows, reducing data inconsistencies and creating a more reliable search and browsing experience.
  • Influenced roadmap decisions by analyzing 1M+ user interactions across conversion funnels and customer journeys, identifying high-friction touchpoints that shaped feature enhancements and onboarding improvements.
  • Enabled faster product iterations by automating recurring SQL reporting and performance tracking, reducing analysis turnaround time by 35%.
Skills: Apache Superset SQL KPI Dashboards SKU Standardization Conversion Funnels Customer Journeys Reporting Automation Product Analytics

Senior Engineer

Larsen & Toubro Limited • Chennai, India

Jul 2019 - Nov 2020
  • Built Tableau dashboards and SQL reporting solutions for 1,000+ inventory items, improving inventory visibility across large-scale infrastructure projects.
  • Reduced planning delays by 40% by automating reporting workflows and streamlining inventory tracking through SAP ERP.
  • Developed Excel reports using Pivot Tables and LOOKUP functions to support inventory tracking and procurement planning.
Skills: Tableau SQL SAP ERP Excel (Pivot / LOOKUP) Reporting Automation Inventory Tracking Procurement Planning
Selected Work

Projects

TOOLKIT

Skills & Capabilities

Programming

Python SQL JavaScript TypeScript

AI Engineering

LLMs RAG AI Agents LangGraph LangChain MCP Prompt Engineering Embeddings Vector Databases Tool Calling

Backend & Frontend

FastAPI REST APIs API Integration Node.js PostgreSQL MongoDB React.js HTML5 CSS3

Cloud & Data

AWS Databricks Snowflake Docker Apache Airflow dbt

Machine Learning

NLP Scikit-learn PyTorch TensorFlow Supervised Learning

Analytics

Tableau Power BI Mixpanel Excel A/B Testing Matplotlib

Tools & Methods

Git GitHub VS Code Jupyter Notebook Jira Confluence Figma Agile/Scrum SDLC
Academic Background

Education

University of South Florida

2024 - 2026
M.S. in Artificial Intelligence and Business Analytics GPA: 3.97 / 4.00
Tampa, FL

Specialized in machine learning pipelines, predictive modeling, and business intelligence strategy. Researched scalable GenAI agent orchestration frameworks.

National Institute of Technology Calicut

2014 - 2019
Bachelor of Technology
India

Developed strong mathematical, analytical, and computational modeling foundations. Self-taught computer science principles, transitioning into data systems and software.

Recognitions

Certifications & Awards

Certifications

Awards & Honors

🏆

Summa Cum Laude Honors

GPA: 3.97/4.00 - University of South Florida May 2026
🏅

Beta Gamma Sigma Inductee

International Business Honor Society - USF May 2026
🎉

FitFlix Star Performer

Best Employee of the Year 2023 - FitFlix Jan 2024
🏉

High Spirit Mile Award

Team of the Year 2022 - BlackBuck Dec 2022
Life Beyond Code

Hobbies & Interests

Sports

Photography

Music

Cooking

Travel

Fitness

Get In Touch

Let's Start a Conversation

"Whether you are a recruiter looking for the next great hire, an innovator ready to launch a new project, or just an AI enthusiast wanting to chat about Generative AI, LLMs, and code, I would love to connect.

And hey, if you liked the website, show it some love by dropping a message. Whether it's feedback, a collaboration idea, or just a quick hello, I'd be happy to hear from you."

Data Analysis

Florida Poverty Trends

Florida Poverty Trends Full Mockup

Overview

Florida Poverty Trends is a data analytics project that examines how poverty rates have evolved across Florida counties from 2012-2024, with a particular focus on Hillsborough County (Tampa) and its economic resilience over time.

The Challenge

Understanding regional poverty trends requires analyzing long-term data and comparing counties with diverse economic conditions, demographics, and recovery patterns.

The Solution

Using data from the U.S. Census Bureau, I developed a multi-year analytical dataset and interactive Tableau dashboards to evaluate poverty trends across Florida counties. The analysis revealed that Hillsborough County's poverty rate declined from 17.2% to 13.2%, demonstrating steady improvement and resilience through the COVID-19 period.

Web Development

GoGuess

GoGuess Full Mockup

Overview

GoGuess is an interactive geography game that transforms map learning into a fun, challenge-driven experience. Players test their geographic knowledge by identifying locations across interactive maps while tracking their progress and performance.

Challenge

Traditional geography learning often relies on memorization, making it difficult to stay engaged and retain knowledge over time.

Solution

I developed a browser-based geography game that helps users strengthen map recognition skills through interactive challenges. Players can answer using either keyboard input or voice commands, while real-time feedback and scoring mechanics create an engaging and accessible learning experience.

Machine Learning

Telecom Churn Prediction

Telecom Churn Prediction Full Mockup

Overview

Telecom Customer Churn Prediction is a client-focused analytics solution designed to help telecom providers identify customers at risk of leaving and support proactive retention strategies through predictive analytics.

Challenge

Customer churn directly impacts revenue and customer lifetime value, making early identification of at-risk customers critical for business growth and retention.

Solution

Using customer behavioral and service data, I developed a Random Forest model that achieved 95% prediction accuracy in identifying churn risk. A Streamlit application enables business teams to generate real-time predictions, understand key churn drivers, and make informed retention decisions.

Healthcare Tech

CareSync AI

CareSync AI Full Mockup

Overview

CareSync AI is an AI-powered healthcare platform that streamlines appointment scheduling, patient engagement, and clinical operations through Generative AI, machine learning, and analytics.

Challenge

Healthcare providers face challenges such as appointment no-shows, scheduling inefficiencies, and administrative overhead that impact operational efficiency and patient care.

Solution

CareSync AI combines intelligent scheduling, Gemini AI-powered symptom triaging, and predictive analytics into a unified platform. A Random Forest model predicts appointment no-show risk with 87% accuracy, helping clinics optimize schedules and improve resource utilization.

Agentic AI

InboxIQ

AI Email Automation Full Mockup

Overview

InboxIQ is an AI-powered communication platform that automates email classification, response generation, and dispatch using Large Language Models and Retrieval-Augmented Generation (RAG).

Challenge

Organizations receive large volumes of repetitive emails, making manual triaging, response generation, and knowledge management inefficient and difficult to scale.

Solution

I developed an end-to-end email automation pipeline that classifies incoming emails, retrieves relevant institutional knowledge using RAG, generates context-aware responses with Gemini AI, evaluates response quality, and automatically dispatches approved replies through Gmail API.

Business Intelligence

Socio-Economic Determinants of Crime

Socio Economic Determinants of Crime Full Mockup

Overview

Socio-Economic Determinants of Crime is a data analytics project that explores how income, poverty, unemployment, and income inequality influence crime rates across U.S. states from 2010-2023.

Challenge

Crime is influenced by multiple socio-economic factors, making it difficult to identify which variables have the strongest impact and how changes in economic conditions affect public safety over time.

Solution

Using data from the FBI Crime Data API and U.S. Census Bureau, I built an analytics pipeline to collect, clean, and analyze state-level crime and economic data. Interactive Tableau dashboards revealed a $69,000 household income threshold beyond which crime rates stabilize, while highlighting the relationship between income inequality and violent crime.

Data Modeling

EV Adoption in Washington State

EV Adoption in Washington State Full Mockup

Overview

EV Adoption in Washington State is a data warehousing project that integrates EV registration, income, and policy datasets into a centralized analytical platform for studying electric vehicle adoption trends.

Challenge

EV adoption data is often fragmented across multiple sources, making it difficult to analyze the combined impact of economic, geographic, and policy factors.

Solution

I designed a STAR schema data warehouse and ETL pipeline to unify EV, income, and tax-exemption data from 2010-2024. SQL-based analysis revealed a strong correlation (0.68) between household income and EV adoption, while highlighting regional and manufacturer-specific adoption patterns.

Sports

Sports

Sports and bouldering form a major part of my lifestyle, offering a healthy physical outlet that directly complements my software engineering. Bouldering is a climbing style performed on small rock formations or artificial walls without ropes, focusing on short, highly technical paths called "problems." Solving climbing routes requires strategic planning, spatial awareness, and problem-solving, turning every route into a three-dimensional physical chess puzzle.

Photography

Photography

Astrophotography is the specialized art of photographing night skies, celestial bodies, and deep-space nebulae. Capturing the Milky Way or distant celestial structures requires long exposures, camera tracking mount calibration, and specialized photo processing pipelines. It merges high-precision hardware calibration with absolute creative patience. Standing in complete silence under a clear, unpolluted night sky waiting for long-exposure sensors to collect photons is incredibly grounding.

Music

Music

Creating modular ambient music involves routing control voltage (CV) and audio signals through eurorack synthesizer modules to generate evolving textures, melodies, and soundscapes. By patching oscillators, filters, and delay modules together, the synth becomes a living, breathing sound instrument. It is essentially visual coding but with sound electricity. There are no presets in eurorack modular; every organic note, tone, and rhythmic pattern must be patched from scratch using physical cables, producing entirely unique audio experiences.

Cooking

Cooking

Culinary arts and modernist cooking focus on precision temperature controls, sous-vide water circulation, artisanal sourdough fermentation, and flavor profiling. Preparing dishes involves balancing acid, heat, fat, and textures to elevate simple ingredients. Cooking is a creative sensory chemistry experiment. Following a recipe is like compiling code, but tweaking ingredients on the fly is where the true artistic improvisation and delicious outcomes happen.

Travel

Travel

Alpine backpacking involves hiking remote wilderness trails, carrying ultralight gear packs, and camping at high-altitude alpine lakes. Exploring mountain ranges provides a deep escape from screen time and absolute immersion in natural landscapes. It is the ultimate way to disconnect from digital structures. Hiking miles of mountain vertical gain teaches physical resilience, navigation, and trail safety while offering unmatched panoramic views.

Fitness

Fitness

Strength and conditioning fitness revolves around calisthenics, functional bodyweight movements, gymnastic ring training, and muscle endurance. Maintaining physical strength ensures high mental energy levels, structural body health, and focus. It establishes a consistent daily discipline. The feedback loop in fitness is completely objective; training regularly builds stamina, improves focus, and keeps my body resilient during long desk cycles.