Hi, I am Sandeep.

Creator | Developer | Closer

Hero

The Journey So Far...

5+

Years in Tech

50+

Projects Completed

10+

Products Launched

5k+

Cups of Coffee

A Few Projects You Can Test

Anime Recommendation System

Anime Recommendation System

Building a comprehensive understanding of how embedding vectors work and how they can used to find similarities.

Sentense TransformerOpenAIFAISS
Live DemoGitHub
What Dishes & How Many?

What Dishes & How Many?

Building a transformer from scratch to predict the most likely items to be ordered at a particular time.

Transformer ArchitectureXGBoostPyTorch
Live DemoGitHub
Restaurant Volumes Estimation

Restaurant Volumes Estimation

Building various ML models for estimating/forecasting volume of dishes order.

Time Series AnalysisRegressionEnsemble Models
Live DemoGitHub

My Career Timeline

All The Time

Jan 2023 - Present

Sept 2021 - July 2022

Tech Researcher

  • I pick up problem statements from Social Sciences and try to model them using mathematics.
  • Optimised finance, health, networking, and academics for growth and sustainability.
  • Research domain involves intersections of mathematics, economics, psychology, and computer science.

What I Work With

PythonTypeScriptHTMLCSS

Web Apps

  • Django
  • React
  • Next.js
  • REST & GraphQL
  • AWS
  • Google Analytics

Machine Learning

  • LLM Integrations
  • Transformers
  • Scikit Learn
  • PyTorch
  • Recommender Engines
  • Seaborn Visualisations

Data Handling

  • SQL
  • Spark
  • PostgreSQL
  • Vector DBs
  • Graph DBs

Mathematics

  • Statistics
  • Probability
  • Linear Algebra
  • Calculus
  • Number Theory
  • Graph Theory

Management Skills

EngagementStrategyDiscoveryResearchStakeholder ManagementGoal SettingSuccess MetricsTracking & AnalyticsRisk ManagementDevelopment Lifecycle

How Do I Spend My Time?

Post 1
Grabbing every opportunity to explore, engage and learn.
Post 2
Solving problem statements transforming technology to impactful products.
Post 3
Otherwise I'm just a chill guy!