Summary
Overview
Work History
Education
Skills
Timeline

Naveen Shrivastava

Hyderabad

Summary

Personal Information 15+ Years of overall experience including 5+ years of relevant AI/ML experience, leading and mentoring multiple teams of engineers and analysts to provide analytics solutions from concept to industrialization. Proficient in feature engineering, text mining, EDA, supervised/unsupervised machine learning techniques including multiple linear regression, classification methods including Logistic Regression, Random Forest, Naive Bayes and clustering using k-Means & DBSCAN, Time Series Analysis (ARIMA/LSTM), Natural Language Processing (Tf-IDF, Word/Sentence Embeddings, Transformers (BERT, GPT), Fundamentals about Data Structures, Algorithms and Machine Learning System Design, well versed with Generative-AI, Large Language Models, Fine Tuning, Prompt Engineering and RLHF, well-versed in CNN (Inception, ResNet) for image processing, familiar with Reinforcement/Semi-supervised Learning, Data Factory (Data Ingestion, Data Lake, Data Warehouse) Profile

Overview

15
15
years of professional experience
6
6
years of post-secondary education

Work History

Technical Architect

AIML, Softpath System LCC
Hyderabad
03.2022 - 12.2022
  • Building a new product, Optevus through Deep Learning, NLP, BERT /Transformers and Computer Vision to facilitate clients in enhancing their hiring process and lead time reduction
  • Leading efforts to expand the AI / ML team by identifying top talent in industry, conducting technical interviews and putting together development plans for individuals to maximize their potential
  • Mentoring engineers closely to integrate complex features like Face Detection/Recognition, Emotions Recognition and Text-based Personality Assessment; building Chatbots using Rasa, MS PVA, and LLMs
  • Translating business requirements into technical requirements; deliverables resulting in 95% client satisfaction

Technical Architect - Machine Learning

Quantiphi Analytics Pvt Ltd
Bangalore
03.2021 - 11.2021
  • Provided expertise on different analytics projects (including Machine Learning, text mining, NLP and Computer Vision) and utilizing GCP environment
  • Worked on text classification and NER (GCP AutoML) to automate text analytics; built a strong relationship with client and awarded additional projects as a result

Consultant Analytics

Query Data Systems
Bangalore
07.2020 - 02.2021
  • Utilized Speech to Text using, Cloud API & Text Analytics to perform sentiment analysis of engineering work requests to identify key areas of improvement
  • Developed a model to identify duplicate questions detection in a feedback discussion, which could be useful to instantly provide answers

Team Leader

Turbo Energy Pvt Ltd
Bangalore
08.2015 - 03.2020
  • Worked on providing data-driven solutions for product development and customer service using statistical, supervised and unsupervised tools across TVS Group
  • Utilized Feature Engineering, Regression, Random Forest to evaluate product concepts to reduce simulation software costs by more than 40 %; developed 3 new products

Team Leader

Faurecia Emission Control Technologies
Bangalore
09.2013 - 04.2015

Specialist

ALLEGIS GROUP COMPANY
Bangalore
05.2012 - 08.2013

Deputy Manager

PDD
Bhopal
09.2012 - 05.2013

Engineer

EICHER TRACTORS - TMTL
09.2007 - 08.2010
  • As AXIS IT and T

Education

Master of Technology - Applied Design

Indian Institute of Technology, New, Delhi
07.2005 - 05.2007

Bachelor of Engineering - Mechanical Engineering

Madhav Institute of Technology and Science
07.1996 - 05.2000

Skills

PROGRAMMING LANGUAGE: Python, SQL

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Timeline

Technical Architect - AIML, Softpath System LCC
03.2022 - 12.2022
Technical Architect - Machine Learning - Quantiphi Analytics Pvt Ltd
03.2021 - 11.2021
Consultant Analytics - Query Data Systems
07.2020 - 02.2021
Team Leader - Turbo Energy Pvt Ltd
08.2015 - 03.2020
Team Leader - Faurecia Emission Control Technologies
09.2013 - 04.2015
Deputy Manager - PDD
09.2012 - 05.2013
Specialist - ALLEGIS GROUP COMPANY
05.2012 - 08.2013
Engineer - EICHER TRACTORS - TMTL
09.2007 - 08.2010
Indian Institute of Technology - Master of Technology, Applied Design
07.2005 - 05.2007
Madhav Institute of Technology and Science - Bachelor of Engineering, Mechanical Engineering
07.1996 - 05.2000
Naveen Shrivastava