Sayantan Ray

Co-Founder

Bengaluru, Karnataka, India2 yrs 11 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Pioneered AI hallucination reduction techniques.
Developed advanced TTS models for agricultural advisory.
Led Salesforce E-commerce solutions for ASDA.

Stackforce AI infers this person is a skilled AI Engineer with expertise in generative AI and data science.

Contact

Skills

Core Skills

Deep LearningTtsGenerative AiNlp

Other Skills

PyTorchHugging FacefinetuniSentence TransformerLangChainTransformerLlama2Llama indexHTMLCascading Style Sheets (CSS)Large Language Models (LLM)Data AnalysisAmazon Web Services (AWS)PostgreSQLStatistics

About

At Soket AI Labs, our team is pioneering ways to minimize hallucinations in AI, enhancing the Pragna model with Retrieval Augmented Generation. This cutting-edge work aligns perfectly with my ongoing MSc in Data Science at Christ University, where I'm expanding my analytical acumen. Previously, as a Salesforce Developer with Tata Consultancy Services, my focus was on leveraging JavaScript and cloud technologies to optimize e-commerce solutions for ASDA. Driven by a passion for data-driven innovation, I am committed to contributing to significant advancements in the AI domain.

Experience

2 yrs 11 mos

Total Experience

1 yr 11 mos

Average Tenure

1 yr

Current Experience

Soket ai labs

2 roles

AI Engineer - Founder's Office

Promoted

May 2025 – Present · 1 yr · On-site

1. I am playing with huge corpous of audio data now.
2.Creating TTS dataset(over 5000hrs) and generation various parameters from open source data for training TTS model
3.Creating a pipeline for TTS data generation
4.Continual pre training and Finetuned a model "soketlabs/sarthi-agri-v1" as a research-preview LLM for dynamics agricultural advisory generation using hyper local intelligence
5. Trying to build autor research for Project Eka

PyTorchDeep LearningHugging FacefinetuniTTS

Generative AI. Research Intern

May 2024 – May 2025 · 1 yr · On-site

1.Experimentation with reducing hallucinations by integration of Retrieval Augmented Generation (RAG) support to Pragna model
2. Design the package as well as developed the api that will perform indexing,finding similar document and generating response based on user preference
3. Researching on advanced promting technique
4. Designed an advanced document retrieval and summarization system leveraging FAISS, SentenceTransformers, and GPT-based models to enable precise semantic search of medical records.
5. Developed instruction-based prompting to generate structured summaries and actionable insights from clinical data, enhancing decision-making accuracy.
6.Streamlined medical data processing using state-of-the-art language models, improving retrieval workflows and providing accurate summaries.
7.Developed an advanced Mercedes-Benz Service Chatbot leveraging transformer models and Chain of Thought reasoning for professional and accurate customer support.
8.Inferencing the indic-parler-tts model on indic language and integrating it in the pipeline
9.Worked on the generation of synthetic data

Generative AISentence TransformerLangChainTransformerPyTorchDeep Learning+4

Tata consultancy services

4 roles

System Engineer

Promoted

Mar 2023 – Jun 2023 · 3 mos

Salesforce Developer
project : Salesforce E-commerce
client : ASDA(Part of Walmart)
1.Developed Salesforce E-commerce project for ASDA, a part of Walmart, focusing on service cloud and commerce cloud functionalities.
2.Utilized VS code IDE to learn JavaScript, express Js, and node Js for project implementation.
3.Enhanced skills in Salesforce development, project management, and client communication.

Assistant System Engineer

Dec 2022 – Mar 2023 · 3 mos

Salesforce Developer
project : Salesforce E-commerce
client : ASDA(Part of Walmart)
1. learning about the different components and functionalities of the service cloud in the trailhead.
2.learning about the different components and functionalities of the commerce cloud in the trailhead.
3. learning JavaScript along with express Js and node Js.
IDE: VS code

Assistant System Engineer

Mar 2022 – Nov 2022 · 8 mos

Project - Supply chain Data Management Application
client : Morrisons
1. Developed the Backend of enterprise level application with 250 Transaction Per
Second (TPS) SLA.
2. Implemented Microservice architecture using Django Rest framework.
3. Designed & developed REST API for consuming the data at different level (e.g. Product, Suppliers, Depots, Categories, Stores)
Language: Python, Java
Framework: Django, Flask, Spring Boot

Assistant System Engineer Trainee

Mar 2021 – Mar 2022 · 1 yr

Client : Morrisons
working in Enterprise level Data Management Solution for Morrisons, fourth largest supermarket chain in the United Kingdom.
Project - Automated Data Pipeline for Store-Product Demand forecasting system.
1. Requirement Analysis & Estimation of the business use case.
2. Designed & Developed several Data Ingestion system.
3. Constructed Data Validation, Pre-Processing & Transformation Logic based on business requirements.
4. Structured the processed data so that it can be further consumed by other down-stream system.
5. Integrated Data Quality Checking & Pipeline health monitoring.
Language: Python
Cloud Service: AWS Lambda, ECS, Fargate, S3, SNS, SQS

Heritage utsav 2k19

Organising committee member

Apr 2019 – May 2019 · 1 mo · Kolkata Area, India

Organizing member of Heritage Utsav 2019 organized by Heritage Institute Of Technology.

Kolkata municipal corporation

Intern

Jun 2018 – Jun 2018 · 0 mo · Kolkata Area, India

Tasks undertaken:
1. Electrical design in a water treatment plant under K.M.C
2. CIRCUIT in water treatment plant
3. PROCESS of treatment of raw water of GANGA

Cesc limited

Intern

Jan 2018 – Jan 2018 · 0 mo · Kolkata Area, India

Tasks undertaken:
1. Operation And Maintenance oF Transformer at C.E.S.C
2. Maintenance of O.L.T.C
3. Setting up of protection system of transformer i.e. NIDS
4. Testing of transformer at transformer godown.
5. Changing of Paraffin Oil based transformer with Ester Oil based transformer in congested area
6. Testing of Transformer oil at Oil Testing Lab of C.E.S.C