Aakash singh

AI Researcher

New Delhi, Delhi, India4 yrs 4 mos experience
Most Likely To SwitchAI Enabled

Key Highlights

  • Developed multiple AI-driven applications with high accuracy.
  • Expertise in Natural Language Processing and Deep Learning.
  • Strong foundation in Data Science and Machine Learning.
Stackforce AI infers this person is a Data Scientist with expertise in AI and Machine Learning across various industries.

Contact

Skills

Core Skills

Artificial Intelligence (ai)Deep LearningMachine LearningNatural Language Processing (nlp)Data EngineeringData Science

Other Skills

AWS TextractAnalyticsApplied Machine LearningArtificial Neural NetworksBERT (Language Model)BootstrapBusiness AnalyticsCYBLECascading Style Sheets (CSS)Computer VisionCredit Card FraudData AnalyticsData MiningData StructuresData Visualization

About

I am Aakash Kumar Singh, a Senior Data Scientist at Fincepta in Gurgaon, India. I hold a Bachelor of Technology degree from the Indian Institute of Technology Bombay, which I completed in June 2022. In my current role, I have been involved in various projects, including the development of a conversational AI bot powered by Flask, a Flask-based QnA bot, and an Audio Transcription & Summarization Project with AWS integration. Additionally, I engineered a Flask-based API for report analysis, integrating AWS Textract for PDF data extraction and developing a PyTorch-based language model for generating concise summaries from user prompts. I also developed a robust document classifier using DenseNet121, achieving exceptional accuracy through fine-tuning and data augmentation techniques. My technical skills include proficiency in Python, AWS, TensorFlow, and PostgreSQL, and I have expertise in areas such as Natural Language Processing, Deep Learning, and Computer Vision.

Experience

4 yrs 4 mos
Total Experience
1 yr 5 mos
Average Tenure
2 yrs 1 mo
Current Experience

Fincepta

Senior Data Scientist

Apr 2024Present · 2 yrs 1 mo · Delhi, India

Natural Language GenerationGenerative AIArtificial Intelligence (AI)Deep LearningComputer Vision

Hdfc life

2 roles

Senior Data Scientist

Feb 2024May 2024 · 3 mos · Bengaluru, Karnataka, India · Hybrid

Generative AIArtificial Intelligence (AI)Computer VisionDeep LearningNatural Language Processing (NLP)

Data Scientist

Jul 2022Feb 2024 · 1 yr 7 mos · Bengaluru, Karnataka, India · Hybrid

  • 📚 Graduated with a Bachelor of Technology from IIT Bombay in 2022. Passionate about
  • leveraging cutting-edge technologies and frameworks to solve complex problems.
  • 💼 Currently working as a Senior Data Scientist at HDFC Life, Bangalore, where I've spearheaded
  • projects showcasing my expertise in Generative AI:
  • ʣ Developed a Flask-powered StableBeluga Conversational AI Bot using the StableBeluga-13B
  • language model. Implemented quantization techniques for optimal performance and
  • conversation persistence for a more natural user experience.
  • ʤ Created a Flask-based QnA bot, Document GPT, using Sentence Transformers and
  • RecursiveCharacterTextSplitter for document embeddings. Collaborated with external services for
  • text generation and embedding functionalities.
  • ʥ Engineered a real-time Text Summarization Web Application using Transformers and Gradio,
  • achieving high accuracy in text summarization and contributing to the field of natural language
  • processing.
  • ʦ Designed a Flask-based API for report analysis, integrating AWS Textract for PDF data
  • extraction. Developed a PyTorch-based language model for generating concise summaries from
  • user prompts.
  • ʧ Led a project on Multi-Model Document Classification, achieving an exceptional 99.55%
  • accuracy by fine-tuning and customizing model architecture.
  • ʨ Spearheaded a project on Blood Pressure Prediction, utilizing a pre-trained model for facial
  • video analysis and achieving precise SBP and DBP predictions.
  • 🛠 Technical Skills: Python, Langchain, ChromaDB, OpenCV, AWS, Pandas, Numpy, Scikit Learn,
  • Keras, Tensorflow, PostgreSQL, Spa-Cy, MatplotLib, Tesseract, SQL, Flask, Git, NLTK, Gensim.
  • 🎓 Relevant Courses: Introduction to Large Language Models, Generative AI with LLM, Natural
  • Language Processing, Machine Learning, Deep Learning, Introduction to Generative AI Studio,
  • Computer Vision
Generative AIMachine LearningDeep LearningNatural Language Processing (NLP)Computer VisionApplied Machine Learning+17

Youtube

Data Science Trainer

Jan 2022Present · 4 yrs 4 mos · India · Remote

  • I Graduated from IIT Bombay, currently working in a company, & my Profile is Artificial Intelligence/Data Scientist, and part-time I'm also delivering Concepts Related to AI/ML/DL on my YouTube channel with 1K Subscribers
Deep LearningArtificial Intelligence (AI)Machine LearningPython (Programming Language)TensorFlowComputer Vision+3

Firstcourse

Summer Intern

Feb 2021May 2021 · 3 mos · Hyderabad, Telangana, India

  •  Created a weather Chatbot with the Microsoft Azure platform, run and tested it on bot emulator, and implemented using Microsoft Luis
  •  Deployed chatbot to azure cognitive services using a fundamental understanding of python, flask, QnA maker, intent & entities of Luis
Microsoft PowerPointSeabornData MiningKerasArtificial Intelligence (AI)Microsoft Word+24

Sahu technologies mumbai, india

Sahu Technologies Mumbai, India

Jan 2021Feb 2021 · 1 mo · Mumbai, Maharashtra, India

  •  Awarded Certificates of Appreciation and Subject Expert Certificate for a project on ML entitled Credit Card Fraud Detection
  •  Analyzed the datasets using correlation matrix, explored different preprocessing techniques like label encoding, feature scaling
  •  Built 2 predictive models & achieved 99.92% accuracy with Decision Tree classifier & 99.93% with SVM using a Confusion matrix
Microsoft PowerPointSeabornData MiningKerasArtificial Intelligence (AI)Microsoft Word+26

Whealthyfy healthtech private limited

Sales Support Executive

Dec 2020Jan 2021 · 1 mo

  •  Prospecting & Contacting: Client (Doctors) database (App Registrations) & Communication (Call/SMS/Email/WhatsApp)
  •  Lead Qualification & Nurturing: Lead Conversion & Follow-ups and Sharing marketing information
  •  Documentation: Database and Communication
  •  Training: Sessions on BHealthy Product, Sales to Doctors, Mock calling and Documentation
Microsoft PowerPointSeabornMicrosoft WordMicrosoft OfficePython (Programming Language)Applied Machine Learning+5

Iifl (india infoline group)

Summer Intern

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

  •  Worked as Trainee under the guidance of MS.Hemangi Bapat-Associated Vice President-Analytics & Stipend was 20k/mon
Microsoft PowerPointSeabornData MiningKerasArtificial Intelligence (AI)Microsoft Word+23

Indian institute of technology, bombay

Chest X-Ray Image Classification

Mar 2020Apr 2020 · 1 mo · Mumbai, Maharashtra, India

  • Course Project under Prof. Biplab Banerjee, Assistant Professor | CSRE | IIT Bombay, India
  •  Worked on to differentiate Chest X-Ray Images between COVID-19 patient and Normal patient.
  •  Learnt how to develop Neural Network from scratch & how to optimize Neural Network by Coursera online Course
  •  Applied transfer learning and used pre-trained VGG-16 algorithm which is very highly efficient in image detection
  •  I got 100% accuracy on training as well as test data. We must need this much accuracy to detect COVID-19 patients otherwise it might be
  • dangerous and it will lead to spread of virus and prepared model will be useless
Microsoft PowerPointSeabornData MiningKerasArtificial Intelligence (AI)Microsoft Word+23

Indian institute of technology (banaras hindu university), varanasi

Winter Intern

Nov 2019Dec 2019 · 1 mo · Varanasi, Uttar Pradesh, India

  • SPEECH EMOTION RECOGNITION USING DEEP NETWORKS
  • Project under Prof. Dr. Tanima Dutta, Assistant Professor | CSE | IIT (BHU) Varanasi, India
  •  Learned to recognize emotions from speech using python libraries like soundfile to read the sound file & librosa library to extract
  • features from it Using RAVDESS dataset for the experimentation in 5 weeks starting from 25th Nov’19 to 27th Dec’19.
  •  I have done a thorough comparative analysis using Multi-layer Perceptron (MLP) classifier and Long Short- term Memory (LSTM). The
  • experimental results show an accuracy above 80% using MLP classifier
Microsoft PowerPointHTMLBootstrapCascading Style Sheets (CSS)Web DevelopmentSeaborn+9

Internshala

Marketing Internship

Jun 2019Aug 2019 · 2 mos

  •  Active member of the Internshala's Campus Ambassador Program as an Internshala Student Partner (ISP)
  •  Promoted Internshala and its products successfully and showed genuine sincerity and willingness to
  • learn while taking on new assignments and challenges
Microsoft PowerPointSeabornArtificial Intelligence (AI)Microsoft WordMicrosoft OfficePython (Programming Language)+8

Iit bombay

Web Secretary of Chemical Department

May 2019Apr 2020 · 11 mos · Mumbai, Maharashtra, India

  • WEB SECRETARY | Chemical Engineering Association, IIT Bombay [June’19-May’20]
  • Chemical Engineering Association is the student body of Chemical Department, IIT Bombay
  •  Responsible for managing the website of Chemical Engineering Association (CHEA)
  •  Managed the Blog page via WordPress and created HTML page with JavaScript
  •  Was Part of the event handling like orientation, convocation, Photoshoot, etc with the team of council in whole tenure
Microsoft PowerPointSeabornData MiningKerasArtificial Intelligence (AI)Microsoft Word+23

Techfest, iit bombay

Marketing and Hospitality Organizer

Sep 2018May 2019 · 8 mos · Mumbai Area, India

Microsoft PowerPointSeabornMicrosoft WordMicrosoft OfficeMicrosoft ExcelPublic Speaking+3

Education

Indian Institute of Technology, Bombay

Bachelor of Technology - BTech — Chemical Engineering

Jul 2018Apr 2022

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