Hi, I'm Tasnim Anas

I’m a passionate developer specializing in full-stack and machine learning. I create innovative solutions and work on exciting projects. Welcome to my portfolio!

Profile

Work Experience

Jr. Software Engineer

Ollyo

Dhaka, Bangladesh

July 2024 - Present

  • Developed an AI-powered automated website generation feature using fine-tuned Large Language Models (LLMs), tailored to user requirements.
  • Trained and fine-tuned LLMs to align with business logic and functional data, enabling custom AI-driven website creation within Droip, a no-code platform.
  • Diagnosed and resolved bugs in AI/ML model integration and front-end code, improving product stability and enhancing user experience (UX).
  • Optimized React-based UI, reducing loading times by 15% and ensuring smoother interactions, contributing to increased user satisfaction as seen in reviews.
  • Skills used: Python, Artificial Intelligence, LLM training and fine-tuning, React, Redux, Git, and WordPress.

Software Engineer Intern

HighRadius

Bhubaneswar, India

May 2023 - May 2024

  • Contributed to the machine learning team in developing an AI-powered B2B business management app, focusing on sales forecasting to enhance sales predictions and business decision-making.
  • Played an important role in testing and deploying AI-driven finance software adopted by 850+ companies, improving financial management and decision-making.
  • Managed daily front-end operations and maintenance, leveraging React and TypeScript to ensure continuous improvement, stability, and error-free functionality across all company products.
  • Optimized UI performance, reducing load times and enhancing efficiency by 20% through bug resolution and performance optimization strategies.
  • Skills used: Python, Data Analytics, Machine Learning, Typescript, React, Redux, Jest, Selenium, and MySQL.

Education

Bachelor of Technology
High School

Kalinga Institute of Industrial Technology

Computer Science and Engineering

Address: Bhubaneswar, India

CGPA: 8.41/10

Core Subjects: Artificial intelligence, Big Data, Cryptography, Data Analytics, Engineering Economics, Machine Learning.

Duration: September 2020 - May 2024

Achievements: Fully funded scholarship by the government of India.

Others Activities:
  1. Host of The International Student Podcast | Link
  2. Event Manager at KIIT International Students Society

Research Publications

Skills

Programming Languages

C++

C++

JavaScript

JavaScript

Python

Python

Dart

Dart

Libraries/Frameworks

HTML

HTML

CSS

CSS

Flutter

Flutter

React

React

Node

Node

Express

Express

NumPy

NumPy

Pandas

Pandas

Keras

Keras

TensorFlow

TensorFlow

PyTorch

PyTorch

Flask

Flask

Tools

MySQL

MySQL

MongoDB

MongoDB

Git

Git

Linux

Linux

Firebase

Firebase

AWS

AWS

Language skill

Bengali
(Native)

Bengali (Native)

English
(Fluent)

English (Fluent)

Hindi
(Basic)

Hindi (Basic)

Projects

Medi Assist

Medi Assist

App providing healthcare access in remote areas using OpenAI (GPT 3) API.

View Project
Apartment Price Raise (Inflation) Prediction

Apartment Price Raise (Inflation) Prediction

An ML model, trained trained on apartment price in different locality of the city to predict price for any size of apartment in any locality.

View Project
B2B Sales Prediction using ML

B2B Sales Prediction using ML

Machine Learning model, trained on company invoice data to predict future order details for each customer.

View Project
AI-Powered PDF Chat Website

AI-Powered PDF Chat Website

Developed a single-page website for PDF interaction using LLMs and Langchain integration.

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Stop Smoke - Quit Addiction

Stop Smoke - Quit Addiction

Android app for addiction management with Firebase Realtime Database chat feature.

View Project
Travel Agency Site

Travel Agency Site

A simple website for travel agency using HTML, CSS and JavaScript.

View Project

Coursework

Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyperparameter Tuning, Regularization & Optimization
Machine Learning & Data Science A-Z: Hands-on Python 2024
Advanced Cyber Security - Threats and Governance
Ethical Hacking - Mobile Platforms and Network Architecture
Cyber Security