Aditya Agarwal

CEO

Mumbai, Maharashtra, India1 yr experience

Key Highlights

Expert in Machine Learning and Natural Language Processing.
Developed innovative HR tech solutions using AI.
Strong foundation in Data Science and quantitative analysis.

Stackforce AI infers this person is a Data Science and AI specialist with a focus on HR technology solutions.

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Skills

Core Skills

Machine LearningNatural Language Processing

Other Skills

C++Compiler ConstructionConvolutional NNsData StructuresDatabase DevelopmentDeep LearningDigital Image ProcessingEconometricsGoogle DialogflowKerasLSTMsLexMATLABMachine Learning AlgorithmsNatural Language Processing (NLP)

About

Graduated in Computer Science from IIT Bombay. Did a bit of freelancing previously, developed small scale automated trading systems for various clients. (involving basics of options and stocks trading) Experienced academically and professionally in Data Science subdomains like NLP, RL, Graphical Models, Image Processing etc. Strong interests in probability and game theory, optimization and other mathematical fields. Love solving mathematical/logical puzzles.

Experience

Quadeye

Quantitative Strategist

Jun 2022 – Jul 2023 · 1 yr 1 mo · Gurugram, Haryana, India

Upwork

Freelance Software Engineer

Sep 2021 – Sep 2021 · 0 mo

You can find me at https://www.upwork.com/freelancers/~010d2a00cd4af512d3

Honeywell

Data Engineering Intern

Jun 2021 – Jul 2021 · 1 mo · Bangalore Urban, Karnataka, India

Worked on Data Masking Techniques to speed up exchange of data between multiple parties for various usecases. (2 months intern)

Ejet systems

Artificial Intelligence Engineer

Apr 2020 – Jun 2020 · 2 mos · Maharashtra, India

ML (Video) Resume Shortlister, Chatbots & NLP engine:
Built a resume shortlister using Recurrent NNs* and LSTMs, which scrapes a resume, then uses the “info vectors” to separate them into 3 categories (Passed, Waiting List, Failed) based on given job requirements
Added a feature which analyses frames of a video resume to extract personality traits using Convolutional NNs*; Explored possibilities like using its audio and transcript for more info like confidence and social skills
Developed chatbots in Google Dialogflow for HR usecases like onboarding, training, mental health
Integrated backend for the chatbots using Python Flask for dynamic conversation flows and better info output
Designed Natural Language Processing (NLP) engine for creation of chatbots without using any third
party frameworks; unifying ML classification and entity recognition neural network models

Machine Learning AlgorithmsNatural Language Processing (NLP)Python (Programming Language)Machine LearningNatural Language Processing