Ajit Muthu Narayanan
AI/ML Consultant
Chennai
Summary
Result-oriented Senior Business Analyst, Data Scientist, and Machine Learning Engineer with expertise in statistical analysis, machine learning, computer vision, data mining, and intelligence gathering. Dedicated to maximizing business operations' impact by leveraging macro and micro-scale analyses to generate holistic images of ongoing business operations for immediate actionability. With over 6 years of experience in the BFSI industry, and have a proven track record of delivering operational excellence and exceeding expectations.
Overview
8
8
years of professional experience
6
6
years of post-secondary education
Work History
Generative AI Consultant
PwC
01.2024 - Current
Senior Business Analyst
HCL
02.2022 - Current
- Implemented 25+ unique use cases in Document processing automation using OCR (Exacto) in the Financial & Non-Financial industry.
- Architecting implementation of document de-duplication solution using Exacto for large commercial bank that yielded 30% OPEX savings. Project involved multistakeholder coordination & multi-disceplineary technologies such as CICD using DevOPS, AWS services & Artificial Intelligence.
- Orchestrated the development of MVP products which leverages LLM models such as BRET,BARD,GPT.
- Utilized cutting-edge large language models (LLMs) for prompt engineering, instruction tuning, parameter-efficient tuning, and reinforcement learning from human feedback (RLHF).
- Developed conversational designs for chatbots.
- Conducted comprehensive market research and competitive analysis to identify market trends, user needs, and potential business opportunities.
- Performed 30+ Business analysis & requirement gathering sessions(Onsite & Offshore) for clients in Banking, Financial Services, Manufacturing, Healthcare industries.
- Supported leadership team with reporting, analysis, and business presentations to inform divisional strategies.
- Creation of documents on requirements(BRD), Solutions (SDD) and technical architectures
- Focused on building critical features up front in order to identify constraints and technical challenges.
- Worked with team leads and managing leadership, establishing robust talent pool with focus on people and continuous improvement.
- Compiled, cleaned and manipulated data for proper handling.
- Coordinating with Delivery team to implementing agreed SDD.
- Devised and deployed predictive models using machine learning algorithms to drive business decisions.
- Performing product demonstrations to client on implemented solution.
- Oversaw entire product deployments from vision and creation to rollout and delivery.
- Engaged all stakeholders during UATs, Integrations,, Production deployment.
- Client support engagement to provide proactive updates on any change requests, incidents etc.
- Supported leadership team with reporting, analysis, and business presentations to inform divisional strategies
Machine Learning Data Linguist
Amazon
05.2020 - 02.2022
- Conducted data modeling, performance and integration testing.
- Tuned systems to boost performance.
- Analyzed large datasets to identify trends and patterns in customer behaviors.
- Designed and developed analytical data structures.
- Prototyped machine learning applications and quickly determined application viability.
- Designed and implemented scalable applications for data extraction and analysis.
- Designed, developed, modified and debugged programs.
- Identified, analyzed and interpreted trends or patterns in complex data sets.
- Collaborated with business-unit leaders to identify and prioritize problems.
- Used statistical methods to analyze data and generate useful business reports.
- Researched and resolved issues regarding integrity of data flow into databases.
- Identified and documented detailed business rules and use cases based on requirements analysis.
- Created customized applications to make critical predictions, automate reasoning and decisions and calculate optimization algorithms.
Machine Learning Data Associate
Amazon
05.2017 - 05.2020
- Provided a broad range of data labeling services for Machine Learning (ML) technologies such as Automatic Speech Recognition (ASR), Natural Language Understanding (NLU), Entity Resolution (ER) and Text-to- Speech (TTS).
- Provided high quality labeled data in multiple languages for Echo series, Alexa-driven Fire TV, for the domains such as Information, Shopping and Entertainment.
- Worked closely with software development and testing team members to design and develop robust solutions to meet client requirements for functionality, scalability and performance.
- Designed new product elements such as image recognition, hand writing recognition, audio, video and device-to-device communication.
- Interfaced with cross-functional team of business analysts, developers and technical support professionals to determine comprehensive list of requirement specifications for new applications.
- Streamlined deployment process by developing continuous integration tools.
- Monitored and updated back-end data by inter-communicating between internal software across teams.
- Provided dedicated coaching to interns and new employees, which boosted efficiency throughout department.
- Worked effectively with cross-functional design teams to create software solutions that elevated client side experience and significantly improved overall functionality and performance.
- Created customized applications to make critical predictions, automate reasoning and decisions, and calculate optimization algorithms.
- Prototyped machine learning applications and quickly determined application viability.
- Researched, designed and implemented machine learning applications to solve business problems affecting 13 of users
Graduate Engineer Apprentice
Tamil Nadu Newsprint Paper Limited
04.2016 - 04.2017
- Assisted senior engineers and management with clerical duties to keep department functioning and workflows running smoothly.
- Conducted development tests on prototype heating and cooling system parts.
- Employed CAD software to generate 3D models and simulatory assets for use in new product development.
- Generated designs for heating and environmental control units within prescribed form factors and pre-set weight limits.
- Designed heat exchanger systems per requirements set by clients, applicable building codes and appropriate regulatory guidelines.
Education
Post Graduate Program - Data Science And Business Analysis
Great Lakes Institute of Management
Chennai 02.2021 - 09.2021
Bachelor of Engineering - Mechanical
Anna University
Dindigul 08.2011 - 05.2015
12th Std -
Narayana Jr. College
Hyderabad 03.2010 - 03.2011
CBSE 10th -
Army Public School
Bangalore 08.2008 - 08.2009
Skills
Python
Statistical analysis
Tableau
Computer vision
Intelligence gathering
Data Mining
Machine learning
Stakeholder relationship management
Generative AI/LLMs
Prompt engineering
Timeline
Generative AI Consultant
PwC
01.2024 - Current
Senior Business Analyst
HCL
02.2022 - Current
Post Graduate Program - Data Science And Business Analysis
Great Lakes Institute of Management
02.2021 - 09.2021
Machine Learning Data Linguist
Amazon
05.2020 - 02.2022
Machine Learning Data Associate
Amazon
05.2017 - 05.2020
Graduate Engineer Apprentice
Tamil Nadu Newsprint Paper Limited
04.2016 - 04.2017
Bachelor of Engineering - Mechanical
Anna University
08.2011 - 05.2015
12th Std -
Narayana Jr. College
03.2010 - 03.2011
CBSE 10th -
Army Public School
08.2008 - 08.2009