Hey, I am Sakalya👋

I am


💻 A computer science 25' Undergrad.

🌏 I’m currently working as NLP Intern @FutureSmartAI

🤓 A passionate AI Engineer exploring the edges of Full stack Machine Learning.

😎 Proficient in building end-to-end production-grade ML web applications.

💯 Have a strong appetite to learn new technologies in a short span and implement independently.

🛠 Committed to developing high standards ML Applications, great UX, usability with good coding standards.

Follow @Sakalya100


Experience

Working as a NLP Engineer Intern:
  • Leading 4 large-scale client Projects for the past 3 months.
  • Developed 2 custom Natural language to SQL Chatbots for international projects accommodating datasets having 1 million+ records.
  • Optimized pipeline for NL2SQL using LangChain and Llama-Index to reduce output fetching time from 15 seconds to 5 seconds increasing performance by 33%.
  • Crafted FastAPI endpoints and admin functionalities for deployed NLP applications for AI Demos secured by Google Auth authentication impacting over a customer base of 10,000+ .
  • Contributed to backend development of API Endpoints for tools like OCR, Image Captioning, Image Description, Text-to-Speech, Sentinment Analysis, Object Detection for AI Tools and AI Playground
  • Achieved top performers 2 times among 15+ interns in a span of 7 months.
  • Tech stacks: Python, NLP, FastAPI, LangChain, Streamlit, Langgraph , AWS, SQL, PostgreSQL, LLM (Finetuning, Development)
Worked as a Data Science Intern:
  • Analyzed and improved learning modules for increasing student engagement in assignments and reduction in Help Request by 25%.
  • Spearheaded the development of an advanced, industry-focused curriculum and project portfolio for the Data Science Program , resulting in a 50% increase in student engagement and a 25% improvement in project completion rates.
  • Been part of project right from discovery phase and led the development of initial phase of Micro Front‑end Apps with React.Js using Module Federation Approach in Design/Build phase.
  • Designed 400+ questions and 3+ projects covering ML, Probability, Statistics, Calculus, and Data Structures for the Advanced Data Science Course accounting for over 12% of all questions.
  • Achieved top performers consistently among 10+ interns, overseeing entire Beginner and Intermediate Data Science Segment.
  • Tech stacks: Python, Machine Learning, Statistics, Probability, Linear Algebra, Leadership, Team Work
Worked as a AI/ML Developer on NLP Module
  • Developed NLP Based models to build a chatbot for self-learning English using models like T5, Gramformer etc.
  • Worked on features like Grammar Correction/Suggestion, POS Tagging and Contextual Understanding.
  • Worked with a team of 10 people and developed the foundation for NLP pipeline for the app
  • Tech stacks: NLP, Transformers, Python

Education

A student with an aggregate of 9.59 CGPA, ranked top in Batch and having good understanding of Software Development Life Cycle.

Achieved 95.6%, Subject: Maths, Physics, Chemistry, English, Computer Science

Achieved 96.6% with district rank 11 among all KV's in Kolkata Region

Production Level Skills

python

Python

TensorFlow

TensorFlow

keras

Keras

FastAPI

FastAPI

streamlit

Streamlit

pytorch

PyTorch

mongodb

MongoDB

mysql

MySQL

flask

Flask

django

Django

html

HTML5

css

CSS3

aws

AWS

gcp

GCP

heroku

Heroku

docker

Docker

langchain

LangChain

hf

HuggingFace

Testimonials

My Chatbot
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