Turning
Data into
Intelligent
AI Systems
with Precision

I build machine learning models and AI applications that solve real-world problems and scale to production.

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Abhishek Kumar Profile

The Architect &
The Algorithm

I build intelligent AI systems that solve real-world problems using machine learning and Generative AI. My work focuses on designing end to end solutions from data processing and model development to deploying scalable APIs using FastAPI and Docker. I specialize in LLM applications, RAG pipelines, and vector search systems, combining mathematical thinking with practical engineering to create production ready AI solutions.

Currently pursuing a Master's in Mathematics at Mumbai University, with a strong foundation in statistics, problem solving, and analytical thinking.

AI ENGINEER ANALYST PROBLEM SOLVER
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Skills Tree

A radial convergence of technical expertise

AI CORE Foundations

GenAI

LLM, LangGraph, CrewAI

Programming

Python

AI/ML

Computer Vision & NLP

MLOps

Docker, AWS, GitHub, GitHub Action, DVC

Database

SQL

Data Science

EDA, Pandas, NumPy, Scikit-learn, XGBoost

PROFESSIONAL JOURNEY

CURRENT

Self-Driven

Machine Learning & AI Projects

  • Built 4 major end-to-end projects including ML models and Generative AI
  • Completed 5+ minor projects focused on data analysis, visualization, and model experimentation.
  • Worked with datasets of 20,000+ records, performing data cleaning, feature engineering, and analysis.
PAST

Co-Founder & Tech Lead

JAIS INFOTECH, Mumbai

  • Delivered web development, IT services, and basic networking setups for individual and small business clients.
  • Managed company finances and marketing strategies alongside core technical duties.
  • Resolved hardware repairs and complex software troubleshooting.
PAST

Mathematics & Science Tutor

Home Tutoring, Mumbai

  • Taught complex topics to SSC, HSC, and lower-level students.
  • Maintained a 100% passing rate with significant grade improvements.

EDUCATION

CURRENT PENDING

Master of Science (M.Sc.) in Mathematics

Mumbai University

  • Focusing on advanced mathematics, statistics, and problem-solving.
  • Applying theoretical models to modern data science and programming.
COMPLETED

Bachelor of Science (B.Sc.) in Mathematics

Mumbai University

  • Built a strong foundation in algebra, calculus, and statistics.
  • Developed analytical thinking and logical reasoning for real-world scenarios.

FEATURED AI PROJECTS

LOAN ELIGIBILITY PREDICTOR

Loan Eligibility Predictor

Machine learning model to predict loan eligibility for bank customers using real-world data, trained via Decision Trees and Random Forests.

FASTAPI SCIKIT-LEARN DOCKER
GITHUB LIVE DEMO

YOUTUBE CHATBOT RAG

YouTube Chatbot RAG

End-to-end Chatbot using OpenAI Whisper for transcription and Pinecone vector DB. Users enter a link and chat with the video.

LANGCHAIN PINECONE WHISPER
GITHUB LIVE DEMO

METROPLUSE ANALYTICS

MetroPluse Analytics

Real estate investment analytics system identifying high-potential micro-markets by analyzing rental yield, appreciation, and risk.

POWER BI PYTHON HDBSCAN
GITHUB LIVE DEMO

MOVIE RECOMMENDER

Movie Recommender System

Similarity-based recommendation model using metadata from TMDB. Containerized API built with FastAPI and frontend UI.

PYTHON DOCKER FASTAPI
GITHUB LIVE DEMO

Sentinel X

automated fraud detection system that engineers 1M+ synthetic bank transactions, injects real-world money laundering patterns like muling and smurfing, and exposes them through a forensic Tableau dashboard

CURRENTLY WORKING ON IT PYTHON TABLEAU
GITHUB LIVE DEMO

Voice Agent

apointment booking system for any B2B or B2C service provider in real time with diffrent indian languages.

CURRENTLY WORKING ON IT PYTHON DOCKER FASTAPI
GITHUB LIVE DEMO

ABHISHEK KUMAR

abhishekbjaiswar@gmail.com +91 70397 33292