Soham Waghmare

Soham Waghmare

GenerativeAI • Deep Learning • Cloud

AI Projects

GramLearnGramLearn
Ollama
Flask
FAISS
Langchain
Next.JS
Vercel

Py • Ts • Js • CSS

GramLearn

Master English effortlessly with GramLearn: Your conversational grammar coach, now with offline RAG-based LLM pipeline.

Sanjeevani
VGG16
Django
Next.JS
Render

Py • Js • CSS

Sanjeevani

Medicinal Leaf Recognition System. A ground up VGG16-based model for identifying medicinal leaves.

Face Authentication with Accessory Detection
OpenCV
Mediapipe
FaceNet
Dlib
Roboflow

Py

Face Authentication with Accessory Detection

A secure face authentication system with accessory detection. Implements Mediapipe, FaceNet, Dlib, Roboflow Models, and YOLO.

Flight Booking Chatbot
LangChain
Ollama
OpenAI

Py

Flight Booking Chatbot

An intelligent CLI chatbot that facilitates flight searches and bookings, leveraging advanced function-calling techniques and LLMs, integrating RapidAPI.

Tech Stack

AI

TransformersLangchainOllamaWhisperOpenCVPyTorchCNN

Backend

FlaskFastAPISocketIOWebRTC

Databases

FAISSMongoDBPostgreSQLMySQLSQLite3

Cloud

AWSAzureGCPVercelRender

Tools & DevOps

NeoVimGitDockerLinuxBashTerraformAnsibleJenkins

Full-Stack Projects

GeminiMeetings
Next.JS
WebRTC
SocketIO
Vercel

Ts • Js • CSS

GeminiMeetings

Seamless collaboration for devs and productive teams. Using WebRTC and Socket.IO for real-time communication.

GeminiWear
shadcnui
Next.JS
MongoDB
Vercel

Ts • Js • CSS

GeminiWear

Experience the epitome of fashion with an exclusive E-Commerce store for a premium clothing brand.

Formbuddy

Ts • Js • CSS

Formbuddy

One stop solution to all your form filling needs. Stores your data in your own Google Drive.

Others

Featuring articles related to Programming and Technology

Django
PostgreSQL
Vercel

Simple and easy-to-use text tools with a minimalistic design

Vercel

A simple and fast app that delivers the latest news from various sources in one place.

NewsAPI
Vercel

Minimalistic calculator built with React.JS


noteGemini - Your notes in the cloud

MongoDB
Vercel

E-Commerce website selling electronics.

Django
Vercel

Experience

Tech Mahindra R&D (Maker’s Lab) — AI Research Intern
• Style Transfer & SLM Fine-tuning: Fine-tuned llama3-8b for semantic text translation to Dutch. • Interactive Flight Booking Chatbot: Developed an intelligent chatbot that facilitates flight searches and bookings, leveraging advanced function- calling techniques and LLMs, handling real-time queries with JSON-based workflows. • Large-Scale Translation (Project Indus): Spearheaded the translation of English data into Hindi and 3 dialects (Bhojpuri, Maithili, Dogri) for TechM’s SFT project. Achieved translation speeds of up to 30,000 rpm using parallel processing. • AI Voice Coach Development: Created an AI-based voice comparison algorithm using metrics like pitch, volume, and fluency. Integrated advanced speech analysis technologies like Whisper, spaCy, and librosa, providing real-time language assessment.
• Spearheaded collaboration efforts at a startup, orchestrating a team to conceptualize and execute the design and development of the company’s website with chatbot utilizing ReactJS. • Integrated the chatbot with 48 backend APIs and executed Google Authentication to fortify the Login/Signup processes for enhanced security. • Oversaw the hosting of the website on AWS EC2 with SSL encryption, CI/CD, taking charge of managing AWS cloud servers, encompassing backup strategies and seamless migration processes. • Managed domain and DNS configuration via Cloudflare to optimize website performance and bolster security measures.

Achievements

Paper (IEEE) - Next Word Prediction System Using NLP
Paper (IEEE) - Next Word Prediction System Using NLP

DOI: 10.1109/ICSPCRE62303.2024.10675259

Completed all 4 milestones of Google Cloud Facilitator Program
Completed all 4 milestones of Google Cloud Facilitator Program

781a159c-a1f5-49aa-9331-8c084cf1abc1

Copyright - Print Medium Summarization Framework With Advanced Language Parsing
Copyright - Print Medium Summarization Framework With Advanced Language Parsing

Diary: 13323/2024-CO/SW

Copyright - GramLearn
Copyright - GramLearn

Diary: 32145/2023-CO/SW

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