Puspanjali Sharma
Hyderabad
Summary
An NLP Engineer Enthusiast skilled in Python, specializing in text processing, machine learning, and deep learning. Passionate about NLU, transformers, and AI models, dedicated to building intelligent language applications.
Overview
2
2
years of professional experience
Work History
Assistant Project Engineer
IIT
Guwahati
03.2011 - 07.2012
- Developed an offline and online handwriting recognition system for Assamese by exploring various feature extraction and classification techniques using C, Matlab, and the HTK toolkit.
- Additionally, I created a GUI tool in Matlab for annotating and segmenting Assamese handwritten characters, which can be applied to any handwritten language analysis and recognition system
- Our research paper- 'Combined Online & Offline Assamese Handwritten Numeral Recognizer" was accepted and published in IEEE 2012.
Technical Analyst & Floor Manager
Nokia Telemobile
Guwahati
10.2011 - 03.2012
- Responsible for managing organizational operations and employees while also contributing to the circuit analysis of mobile systems.
Corporate Application Engineer
Seer Akademi
Hyderabad
08.2010 - 09.2011
- Developed Perl code for generating random netlists and analyzing netlist statistics, along with ASM code for multiplication using a limited set of instructions, as well as addressing pipeline hazards.
- Responsible for developing a 1-bit and 3-bit pattern recognition system capable of processing a million cycles, implemented in Verilog.
- Participated in the research and analysis of an image processing product called "Complexion Meter."
Education
Generative AI & Microsoft Azure
Great Learning University
Distance04-2024
PG Diploma- AIML - 79.53% -
University of Texas & Great Learning University
Distance09-2022
Bachelor of Engineering (Electronics & Telecommunication)- 69% -
Gauhati University
Guwahati08-2010
HS (Science) - 70% -
Cotton University
Guwahati07-2006
HSLC - 81.5% -
Holy Child School
Guwahati07-2003
Some College (No Degree) - NLP With Deep Learning
Stanford University
CaliforniaSkills
1 Programming & Software Development
- Proficiency in Python (NumPy, Pandas, Regex)
- Experience with Object-Oriented Programming (OOP)
2 NLP Skills
- Text Preprocessing (Tokenization, Lemmatization, Stopword Removal)
- Word Embeddings (Word2Vec, GloVe, FastText)
- Named Entity Recognition (NER)
- Part-of-Speech (POS) Tagging
- Sentiment Analysis
- Topic Modeling (LDA, LSA, BERT-based models)
3 Deep Learning & Machine Learning
- ML Algorithms (Logistic Regression, SVM, Decision Trees, etc)
- Deep Learning with TensorFlow/Keras
- Sequence Models (RNN, LSTM, GRU, Transformer, BERT, GPT)
- Fine-tuning Pre-trained Language Models
4 Data Engineering & Processing
- Working with large text datasets (JSON)
- Databases (SQL)
5 Cloud & Deployment
- Cloud Platforms (Azure)
- Containerization
- Model Deployment (Flask/FastAPI)
6 Computational Linguistics & Text Analytics
- Regular Expressions (Regex)
- Statistical NLP (n-grams, TF-IDF, Bag of Words)
- Knowledge of Linguistic Theories (Syntax, Semantics, Morphology)
7 Big Data & Optimization
- Parallel Processing (Multiprocessing, Threading)
- Optimization Techniques (Gradient Descent, Hyperparameter Tuning)
Accomplishments
- Shortlisted in art competitions - Khula Aasman etc
Timeline
Technical Analyst & Floor Manager
Nokia Telemobile
10.2011 - 03.2012
Assistant Project Engineer
IIT
03.2011 - 07.2012
Corporate Application Engineer
Seer Akademi
08.2010 - 09.2011
Generative AI & Microsoft Azure
Great Learning University
PG Diploma- AIML - 79.53% -
University of Texas & Great Learning University
Bachelor of Engineering (Electronics & Telecommunication)- 69% -
Gauhati University
HS (Science) - 70% -
Cotton University
HSLC - 81.5% -
Holy Child School
Some College (No Degree) - NLP With Deep Learning
Stanford University
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