Hi, I'm Akash BR

Machine Learning Engineer & Full Stack Developer passionate about AI, data science, and building intelligent systems. I specialize in Python, Django, and modern ML technologies.

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Bangalore, India

Available for hire

Experience

My professional journey and the roles that have shaped my expertise.

ML & Django Developer Intern

Recent

Way2AgriBusiness

2024

• Developed crop suitability prediction model using machine learning algorithms
• Built CNN-based plant disease detection system with cause analysis and solution recommendations
• Enhanced and debugged key features on official websites to improve user experience
• Worked on agriculture-focused online marketplace for farm equipment and seeds

Python

Machine Learning

Django

CNN

Java Full Stack Developer

TNS India Foundation

Training Program

• Completed comprehensive Java Full Stack Development training program
• Built Placement Management System as capstone project
• Implemented CRUD operations for managing student and recruiter data
• Gained hands-on experience with enterprise Java development

Java

Spring Tool Suite

PostgreSQL

Full Stack

Achievements

Recognition and milestones that highlight my professional growth and contributions.

HackerRank Gold Badge

Python - 5 Star Rating

Achieved 5-star gold badge in Python programming on HackerRank platform, demonstrating advanced coding skills.

HackerRank Silver Badges

SQL, C++, Java - 3 Star Rating

Earned 3-star silver badges in SQL, C++, and Java, showcasing proficiency across multiple programming languages.

LeetCode Problem Solver

300+ Problems Solved

Successfully solved over 300 algorithmic problems on LeetCode, strengthening data structures and algorithms expertise.

Research Publications

Financial AI & Healthcare

Published research on "FinMM-Edit: Context-Aware Correction Layer for OCR" and "Cloud Computing For Smart Healthcare System."

Professional Certificates

AI/ML & Cloud Computing

AWS ML Foundations, NLP Specialization by Andrew NG, Data Analysis with Python, and AI/ML Job Simulation certificates.

Technical Expertise

Data Science & Machine Learning

Specialized in Python libraries including NumPy, Pandas, Matplotlib, and Scikit-learn for data analysis and ML projects.

Projects

A showcase of my recent work and personal projects that demonstrate my skills and creativity.

FinMM-Edit: Financial Correction System

Intelligent Financial Document Correction System with OCR error correction

Advanced system combining rule-based processing and LLMs for high-accuracy currency, number, and context validation. Features automatic OCR error correction and context-aware financial interpretations.

Python

LLMs

OCR

NLP

Plant Disease Detection System

CNN-based plant disease diagnosis with solution recommendations

Robust system using adapted CNN architectures for plant disease diagnosis. Provides detailed insights into causes and recommends tailored solutions to enhance crop health and yield.

CNN

TensorFlow

Computer Vision

Agriculture

AI Web Chatbot

NLP-driven chatbot with deep learning intent classification

Built using Python, NLTK, TensorFlow, and Keras with deep learning model (128-64-dense) trained with SGD, ReLU, and Softmax for accurate intent classification from JSON dataset.

Python

NLTK

TensorFlow

Keras

3D Asset Store

Platform for artists to post and sell 3D models and scans

Full-stack web application where artists can post 3D models and 3D scans. Features complete CRUD operations and advanced search functionality for easy asset discovery.

HTML/CSS

Django

Python

CRUD

Face Expression Based Movie Recommendation System

Mood-based movie recommendation using facial expression analysis

Innovative system that suggests movies based on user's current mood detected through facial expressions, making it easy to select the perfect movie for any moment.

Computer Vision

Machine Learning

OpenCV

Recommendation System

Data Science Portfolio

Collection of ML and data analysis projects

Multiple projects including Stock Price Forecasting, Spam Email Detection, Sentiment Analysis, Medical Data Visualizer, House Price Prediction, and Speech Recognition System using Python libraries.

NumPy

Pandas

Matplotlib

Scikit-learn

Fine-tuned LLM to Answer Customer Queries

Personalized query resolution using fine-tuned GPT-2 for barber-related questions.

Smart assistant built by fine-tuning GPT-2 on 1000+ haircut queries, offering quick, conversational, and accurate answers tailored for a barber shop experience.

LLM Fine-Tuning

Natural Language Processing

GPT-2

Python

Movie recommendation system

Intelligent movie suggestions using TF-IDF and cosine similarity.

Simple yet powerful recommendation system that analyzes movie overviews to help users discover films similar to their favorites using vectorized content matching.

TF-IDF

Machine Learning

Natural Language Processing

Recommendation System

Let's Work Together

I'm always interested in new opportunities and exciting projects. Let's connect and discuss how we can collaborate.

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