Headline

Backend & AI Engineer | Shipped 3 production platforms (Django, FastAPI, PostgreSQL, Docker, CI/CD) | ML, GenAI & Full-Stack | Open to SWE / Backend / AI roles

About

I build backend systems that turn messy data into something a user can act on - a stock screener that ranks 11 market types, an ML pipeline that explains its own predictions, a marketplace that ties together two unrelated catalogs into one checkout flow. Over the last 2 years, I've shipped three production-oriented platforms end to end: FinSight 2.0 - a financial analytics platform (Django, Scikit-learn, PostgreSQL, Redis, Docker, GitHub Actions, Railway) covering price prediction, portfolio risk, and sentiment analysis, with a full CI/CD pipeline from commit to deploy. PolyMath - a multi-vendor full-stack marketplace (Django REST Framework, Next.js, TypeScript, JWT, PostgreSQL) with vendor management, cart, and checkout, deployed across Railway and Vercel with automated seeding. ML-Play - an interactive ML lifecycle platform covering preprocessing through AutoML and model explainability. That's alongside internships spanning full-stack SaaS development (Rockmetric), applied data science (CodSoft), and generative AI workflow automation, plus Oracle Professional certifications across AI, Data Platform, Generative AI, and Data Science. I care most about the boring-sounding half of engineering that actually matters: does it deploy cleanly, does it fail gracefully, can someone else read the code six months later. Off the keyboard, I compete in badminton at a state/professional level - same discipline, different scoreboard. Currently looking for Software Engineer, Backend Engineer, or AI Engineer roles where I can keep shipping things people actually use. Always happy to talk shop - feel free to reach out.

Location

Greater Bengaluru Area

AI stack

claude

codex

gemini

notebooklm

openai

Cline

Work experience

Gen AI Industry Intern at Topper IAS - Sangeeta Sudha Project, Feb 2026 - Jun 2026 · 5 mos, Remote, • Built GenAI driven content/workflow automations using n8n, integrating prompt engineering and multimodal AI to reduce manual content review time by 85% and generated 8-10 pieces of content per week. • Created Workflows to Automate document reviewing, content searching and Generated contents on Educational Videos for school students and UPSC Aspirants. • Worked with Gemini, Groq, Claude, Custom GPTs, FFMPEG, n8n to generate contents and post them on Company's Youtube Platform.

Intern at Rockmetric, Feb 2026 - Mar 2026 · 2 mos, Remote, • Built the company's SaaS platform frontend-to-backend from scratch, shipping core features/pages used by internal team and early users. • Built responsive landing pages and optimized frontend performance, user workflows, and application usability. • Owned testing and debugging across 8-10 release cycles, reducing bug count before each deploy, to improve application reliability and maintainability.

Intern at CodSoft, Dec 2024 - Jan 2025 · 2 mos, Bengaluru, • Built 5 ML models (Scikit-learn) across 5 different datasets, achieving 85% or more accuracy on all of the models. • Engineered the features from raw data using Pandas/NumPy, improving model performance by 15-20% over the baseline. • Delivered the visualizations using Matplotlib/Plotly summarizing findings for problem statements(Titanic, Iris, Tips Datasets).

Education

Bachelor of Engineering - BE, Information Science and Engineering, JSS Academy Of Technical Education Karnataka

Siddaganga PU College Davangere

Public links

github.com: https://github.com/https://github.com/Abhay-SKulkarni123

portfolio-wheat-ten-27.vercel.app: https://portfolio-wheat-ten-27.vercel.app/