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Kapil Ahuja

@kapilahuja

Sr. Data Scientist at Iris Software, Inc.

Indore, India

https://www.linkedin.com/in/kapil-ahuja-data-scientist/

Iris Software, Inc. (Client - Citibank US)Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV)

A highly skilled data scientist with 10 years of IT industry experience. Proficient in Natural Language Processing, Programming, Machine Learning and Deep Learning Techniques. Demonstrated ability to leverage ML and DL algorithms to drive efficiency and improve business outcomes. Experienced in multiple AI domains including Computer Vision, Signal Processing etc. Passionate about data science and staying up-to-date with the latest trends and technologies.

Experience

Data Scientist

Iris Software, Inc. (Client - Citibank US)

•Invalid Date - Present•Noida, India

Created Financial News Source which takes data from multiple Financial News Channels and outputs Trending Topics, Top Related News, News Summary, Sentiments and News Gist in Word Cloud Form. Built a goal oriented chat-bot using classic NLP, ML techniques and showcased LLM capabilities. Developed a Smart QA solution which reads policy documents, extract tables and answers predefined set of questions with Explainability. Build an Smart Autosuggestion Language Model using HMM for CITI Internal Auditors. Developed multiple dashboards and trigger system for Senior Management. Built 2 AaaS products for Elastic Search operations and Risk Quantification.

Data Scientist

YASH Technologies (Client - Schlumberger)

•Invalid Date - Invalid Date•Indore, India

Worked on Health Analyzer tool for Schlumberger, analyzing real-time data of drilling tools to warn for deviations and failure alerts. Implemented a POC for Invoice OCR using morphological techniques, binarization and OCR models. Implemented a POC for Intelligent Kiosk using Amazon kinesis video streams platform to detect faces and recommend products.

Data Scientist

Emorphis Technologies

•Invalid Date - Invalid Date•Indore, India

Developed Face Mask Detection using SSD Model for Raspberry Pi/Android/CCTV. Built MCSA Predictive Maintenance product reading vibration signals from industry motors using Fourier Transformation for fault detection. Implemented Wavio POC for sound detection and classification using MFCC, Noise Reduction, and CNN.

Data Scientist/Sr. Software Engineer

Purvinnovations Labs Pvt. Ltd.

•Invalid Date - Invalid Date•Bangalore, India

Built ConnektdLivz, a safety platform using BLE devices and Raspberry Pi for premises setup. Developed iPredicto Gateway, an IOT device creating communication channels between IOT boards and web portals using MQTT Protocol.

iOS App Developer

Systematix Infotech Pvt. Ltd.

•Invalid Date - Invalid Date•Indore, India

Education

Rajiv Gandhi Proudyogiki Vishwavidyalaya (RGPV)

Master of Computer Application (MCA)

Computer Application

Jan 2015

Devi Ahilya Vishwavidyalaya (DAVV)

Bachelor of Computer Application (BCA)

Computer Application

Jan 2013

Skills

Generative AI
LLM
Prompt Engineering
Transformer
Longer Context
PEFT
RAG
Quantization
Deep Learning
MLP
CNN
RNN
Attention Models
Machine learning
SVM
Linear Models
Tree Based Algorithms
Probabilistic Modeling
Distanace based Algorithms
Statistical Modeling
E-M Algorithm
MLE
Causal Relation
Natural language processing
Word Embeddings
NER
Topic Modeling
Semantic Relationship
Sub-Word Tokenization
Computer Vision & Signal Processing
SSD
YOLO
Signal Processing
GAN
Feature Engineering
Fourier Transform
MFCC
Wavelet Transform
Image Processing
Data analysis
Pattern recognition
Data visualization
Dashboarding
Outliers
Model deployment
Docker
Pipeline
MLOPS
Kubernetes
Data Mining
Clustering Techniques
Dimensionality Reduction
Anomaly Detection
Programming
Python
Keras
Tensorflow
Pytorch
Huggingface
Elastic Search
Optimization Techniques
SGD
ADAM
Momentum
RMSProp
Batch Normalization
Layer Normalization
ANN
Regularization
Research and development pipeline management
Predictive modeling
Zero/One/Few Shot Learning
Cloud Computing
Distributed Computing