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Category: Engineering

11 entries found in this collection

Sep 20, 2026 10 min read

Can Jev Help Voice Bots Stop Taking Wrong Actions On Misheard Words?

The problem nobody likes admitting Here's the thing about voice bots: they're really good at sounding sure of themselves even when they have no idea what just ...

#Voice AI #STT #Reliability
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Aug 4, 2026 9 min read

Why Serving an LLM and Serving a Voice Model Are Two Completely Different Jobs

Everyone talks about "AI inference" like it's one problem. It isn't. Serving text and serving speech are as different as catering a wedding and running a dosa s...

#LLM #Voice AI #Inference
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Oct 15, 2025 5 min read

Is My RAG System Over-Engineered? I Tested It.

Is My RAG System Over-Engineered? I Tested It. If you're building with Large Language Models, you've probably heard of Retrieval-Augmented Generation, or RAG. ...

#VectorDB
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Oct 9, 2025 5 min read

I Benchmarked 6 Vector Databases for RAG — Here’s What Surprised Me Most

I Benchmarked 6 Vector Databases for RAG — Here’s What Surprised Me Most If you’ve ever worked with LLMs, you’ve probably hit the same wall I did — choosing t...

#VectorDB
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Sep 25, 2025 16 min read

Foundations of the Future : The Papers That Built ABCs of LLMs

The Papers That Built ABCs of LLMs From sequence-to-sequence models to transformers that changed everything --- Timeline of Innovation | Date | Pa...

#TRANFORMERS #SEQ2SEQ #GPT #LLMs
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Sep 23, 2025 4 min read

Foundations of the Future : Trying to get behind Research Papers That Changed the Game

CNNs ,RNNs and LSTM <img src="https://raw.githubusercontent.com/somiljain7/somiljain7.github.io/main/images/foundationpapers.png"> | Paper ...

#RNN #LSTM #CNN
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Feb 9, 2025 7 min read

How AI Turns Noise into Art

Welcome to the wonderfully wacky world of AI image generation, where noise isn’t just unwanted static—it’s the secret sauce that transforms raw data into breath...

#DALLE #CLIP #LM
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Aug 9, 2024 3 min read

UNDERSTANDING Automatic Speech Recognition Technology (HUBERT) (contd.)

I've been looking into getting started with using transformers for speech. I've been doing some reading and attended a talk where I learned about using Hubert f...

#subword #LM #translation
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Apr 11, 2024 3 min read

UNDERSTANDING KENLM et MOSES

====== I was checking out few repositories for Language translation and came across set of following keywords which got me more interested towards checking thes...

#subword #LM #translation
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Feb 21, 2024 4 min read

A Deep Dive into Automatic Speech Recognition Technology

A Deep Dive into Automatic Speech Recognition Technology ====== ASR, or automatic speech recognition, is a technology that aims to convert spoken utterances int...

#ASR #speech #LLM
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Dec 12, 2023 4 min read

Getting started with Whisper by OPENAI

Getting started with Whisper by OPENAI ====== Whisper is a cutting-edge speech recognition model developed by OpenAI in October 2022. Its primary purpose is to ...

#llm #whisper #openai
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[ CODERATWORK7 ]

ML Research Engineer & Neural Logs

ML Research Engineer passionate about speech processing, document intelligence, and conversational AI.

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