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Saksham ShindeSS
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Saksham Shinde

@sakshamshinde

Data Scientist building production-grade RAG, streaming speech AI, and backend pipelines to scale business insights.

India
Message

What I'm looking for

I’m looking to lead production AI systems—especially RAG, conversational, and speech applications—partnering with product and engineering to deliver low-latency, reliable pipelines with clear business impact and measurable scale.

I’m currently a Data Scientist (Data Scientist - Manager) at HDFC, where I laid the technical foundation for production-grade RAG-powered AI engines deployed across major business units. By scaling client processing capacity from 20% to 85%, I earned an accelerated double-promotion directly to Manager.

I lead the design and implementation of core backend processing pipelines that automate complex data workflows and unblock downstream client-facing analytics models. I also architected an automated funnel analytics framework across 200+ transactional journeys, eliminating tracking dependencies and expanding per-engineer portfolio oversight by 300% (from 3 to 8–10 portfolios per person).

Before HDFC, I worked as a Junior Data Scientist at ODIO, where I fine-tuned Wav2Vec2-XLSR for Automatic Speech Recognition (ASR) across 8 regional languages. I achieved 89% character accuracy and 10% Word Error Rate (WER) and scaled training across distributed multi-GPU A100 workflows, while also building a real-time bi-directional customer-agent streaming framework using Flask, Flask-SocketIO, and FastAPI for low-latency audio processing and LLM orchestration.

My project work mirrors how I operate in production: end-to-end systems that are fast, reliable, and measurable. I’ve built a production-grade real-time conversational AI backend (Whisper, OpenAI API, AWS Polly, WebSockets, FastAPI) and an automated document ingestion & processing platform using CrewAI, LangChain, BERTopic, and LDA—improving file processing speed by 40% and raising semantic alignment and precision by 30%.

Experience

Work history, roles, and key accomplishments

HD
Current

Data Scientist - Manager

HDFC

Feb 2025 - Present (1 year 4 months)

Laid the technical foundation for production-grade RAG-powered engines, scaling client processing capacity from 20% to 85% and earning a double-promotion to Manager. Architected backend processing pipelines and a funnel analytics framework across 200+ transactional journeys, expanding per-engineer portfolio oversight from 3 to 8–10 and increasing total oversight by 300%+.

OD

Junior Data Scientist

ODIO

Sep 2024 - Dec 2024 (3 months)

Fine-tuned Wav2Vec2-XLSR for ASR across 8 regional languages on cloud-hosted A100 GPUs, achieving 89% character accuracy and reducing WER by 10%. Built a scalable real-time bi-directional streaming framework using Flask, Flask-SocketIO, and FastAPI to orchestrate low-latency audio processing, context retrieval, and LLM orchestration.

Education

Degrees, certifications, and relevant coursework

Delhi Technological University logoDU

Delhi Technological University

Bachelor of Technology, Electrical Engineering

2020 - 2024

Grade: 7.3/10.0

Bachelor of Technology in Electrical Engineering at Delhi Technological University (GPA: 7.3/10.0).

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