Pushkar Kumar Vats

Pushkar Kumar Vats

AI/ML
Quant Finance
HFT
Web3
System Design
LLMs

About Me

Passionate about leveraging artificial intelligence and data science to solve real-world problems and create innovative solutions.

Background

I’m an AI enthusiast πŸ€“ passionate about solving real-world challenges through cutting-edge tech πŸ’‘. With a strong foundation in C++, I’ve tackled algorithmic problem-solving, system-level programming, and performance optimization βš™οΈβ€”contributing to competitive programming and building resource-efficient applications. My tech stack extends to MERN, blockchain, Web3, and anti-piracy systems πŸ›‘οΈ. I also love using Python 🐍 for data science, web scraping πŸ•΅οΈβ€β™‚οΈ, and backend automation my second love after C++ ❀️.

My core focus is on building scalable, intelligent systems πŸš€ using LLMs, RLHF, and SFT. I specialize in prompt engineering ✍️, vector databases, AI/ML pipelines, and model deployment. I'm deeply passionate about NLP πŸ’¬, computer vision πŸ‘οΈ, and generative AI 🎨. Constantly exploring cloud-native architectures ☁️, microservices πŸ”§, and distributed systems 🌐, I aim to push performance and scalability to new heights πŸ“ˆ. Always excited to collaborate, build, and drive meaningful tech-driven change ✨.

Details

Education

Bachelor's Degree At
IIT Guwahati (2023–2027)

Telegram

@pushkar_india

Email

pkv.connect@gmail.com

Skills & Expertise

A comprehensive toolkit spanning AI/ML, full-stack development, and emerging technologies.

Programming

86%
Python
TypeScript
JavaScript
C++
+2 more
Click to expand

AI/ML

87%
LLMs
RAG
LangChain
OpenAI APIs
+3 more
Click to expand

Full-Stack

91%
Next.js
React
Node.js
REST APIs
+2 more
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DevOps

85%
Docker
Kubernetes
AWS
CI/CD
+1 more
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Security

81%
OSINT
Burp Suite
Nmap
Wireshark
Click to expand

Web3

85%
Solidity
Ethers.js
MetaMask
ZK Proofs
Click to expand

Technology Stack Overview

Programming & Systems

C++
Go
Rust
Python
JavaScript
TypeScript

AI/ML & GenAI

LLMs
RAG
LangChain
OpenAI/Gemini APIs
RLHF/SFT
Prompt Engineering
NLP
Computer Vision
AI Agents
Vector DBs
MLOps

Full-Stack Development

MERN
Next.js
Astro
REST/tRPC
Vercel
PlanetScale
Upstash

DevOps & Cloud

Docker
Kubernetes
Terraform
CI/CD
AWS
GCP
Serverless
Edge Functions

Security & Analytics

OSINT
Burp Suite
Nmap
Wireshark
Splunk
ELK
Power BI
Tableau
GA4

Web3 & Blockchain

Solidity
Ethereum dApps
MetaMask
Ethers.js
ZK Proofs
Live Metrics

Performance Dashboard

Real-time metrics across AI, Quantitative Finance, and Web3 domains

β†—
94.7%

Model Accuracy

β†˜
12.3ms

Inference Time

β†˜
0.023

Training Loss

β†—
0.912

F1 Score

System Status

Uptime
99.97%
Response Time
--ms
Active Models
12
Data Points
2.4M

GitHub Activity

Career Journey

Trading Path

From algorithms to AI, through finance and blockchain

2020

Early Beginnings

Strategy Development

Started exploring algorithmic trading and quantitative analysis. Built first trading bot.

Python
Algorithms
Analysis
2021

IIT Guwahati

Computer Science & Engineering

Joined IIT Guwahati. Deep dive into ML, AI, and system design. Research in NLP and computer vision.

ML
AI
Research
2022

AI Systems

LLMs & RAG Architecture

Built production-grade AI systems. Specialized in LLMs, RAG pipelines, and agent frameworks.

LLMs
RAG
Agents
2023

Quantitative Work

HFT & Trading Systems

Developed high-frequency trading systems. Focus on latency optimization and risk management.

HFT
Quant
Trading
2024

Web3 Research

Blockchain & DeFi

Explored blockchain technology, smart contracts, and decentralized systems. Built DApps.

Solidity
DeFi
Web3
2025

Future Vision

AI Γ— Finance Γ— Web3

Building the intersection of AI, quantitative finance, and blockchain. Creating next-gen systems.

Innovation
Scale
Impact

Blog

Blog posts coming soon!

LinkedIn

Pushkar Kumar Vats LinkedIn profile
Pushkar Kumar Vats
Data Science & AI Engineer at IIT Guwahati
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LinkedIn Post β€’ Activity ID: 7316842132059656192
Featured Work

Projects & Innovations

Building at the intersection of AI, Finance, and Web3

Quant Finance

OmniQuant v2.0 β€” Production Trading Software

Open-source unified quantitative research & trading framework. Enterprise-grade algorithmic trading platform with market microstructure analysis (OFI, order book, price impact), advanced signal processing (wavelets, Hurst exponent), time-series models (ARIMA-GARCH, Kalman filters, HMM regime detection), trading strategies (market making, momentum, stat arb), portfolio optimization (Markowitz, HRP, Black-Litterman, CVaR), and institutional execution algorithms (TWAP, VWAP, POV, Almgren-Chriss).

Market Microstructure
OFI
Order Book
Price Impact
+15

Tech Stack

Technologies

Market Microstructure
OFI
Order Book
Price Impact
Wavelets
Hurst Exponent
ARIMA-GARCH
Kalman Filters
HMM
Market Making
Momentum
Stat Arb
HRP
Black-Litterman
VaR
CVaR
TWAP
VWAP
Almgren-Chriss

Description

Open-source unified quantitative research & trading framework. Enterprise-grade algorithmic trading platform with market microstructure analysis (OFI, order book, price impact), advanced signal processing (wavelets, Hurst exponent), time-series models (ARIMA-GARCH, Kalman filters, HMM regime detection), trading strategies (market making, momentum, stat arb), portfolio optimization (Markowitz, HRP, Black-Litterman, CVaR), and institutional execution algorithms (TWAP, VWAP, POV, Almgren-Chriss).

Features

  • β€’ Real-time data processing
  • β€’ Advanced algorithms
  • β€’ Optimized performance
  • β€’ Scalable architecture
Web3

Oilseed Hedging Platform

A production-ready full-stack platform for farmers, FPOs, and market participants to simulate hedging, execute forward e-contracts, receive AI-driven price forecasts, and store secure contracts on blockchain/IPFS. Features include a simulated trading engine, ML price forecasting, blockchain e-contracts on Polygon testnet, WebSocket market data, i18n support, RBAC, and a mobile-first UI.

Blockchain
Solidity 0.8+
Hardhat
ethers.js
+2

Tech Stack

Technologies

Blockchain
Solidity 0.8+
Hardhat
ethers.js
IPFS
Polygon Testnet

Description

A production-ready full-stack platform for farmers, FPOs, and market participants to simulate hedging, execute forward e-contracts, receive AI-driven price forecasts, and store secure contracts on blockchain/IPFS. Features include a simulated trading engine, ML price forecasting, blockchain e-contracts on Polygon testnet, WebSocket market data, i18n support, RBAC, and a mobile-first UI.

Features

  • β€’ Real-time data processing
  • β€’ Advanced algorithms
  • β€’ Optimized performance
  • β€’ Scalable architecture
AI/ML

LLM RAG System

Production-grade RAG architecture for document Q&A with vector search, LangChain agents, and streaming responses.

LangChain
OpenAI
Pinecone
FastAPI
+1

Tech Stack

Technologies

LangChain
OpenAI
Pinecone
FastAPI
React

Description

Production-grade RAG architecture for document Q&A with vector search, LangChain agents, and streaming responses.

Features

  • β€’ Real-time data processing
  • β€’ Advanced algorithms
  • β€’ Optimized performance
  • β€’ Scalable architecture
AI/ML

Career Recommendation Engine

A comprehensive machine learning system for personalized career recommendations based on user skills, interests, and personality traits. Includes NLP feature extraction, LightGBM classification, model evaluation, FastAPI serving, Docker deployment, CI tests, and full documentation.

Machine Learning
LightGBM
NLP
FastAPI
+4

Tech Stack

Technologies

Machine Learning
LightGBM
NLP
FastAPI
Docker
Pandas
Scikit-learn
Pydantic

Description

A comprehensive machine learning system for personalized career recommendations based on user skills, interests, and personality traits. Includes NLP feature extraction, LightGBM classification, model evaluation, FastAPI serving, Docker deployment, CI tests, and full documentation.

Features

  • β€’ Real-time data processing
  • β€’ Advanced algorithms
  • β€’ Optimized performance
  • β€’ Scalable architecture
AI/ML

Neural Style Transfer API

Cloud-native API for artistic style transfer using deep learning. Processes 1000+ images daily with GPU acceleration.

PyTorch
FastAPI
Docker
GCP
+1

Tech Stack

Technologies

PyTorch
FastAPI
Docker
GCP
Redis

Description

Cloud-native API for artistic style transfer using deep learning. Processes 1000+ images daily with GPU acceleration.

Features

  • β€’ Real-time data processing
  • β€’ Advanced algorithms
  • β€’ Optimized performance
  • β€’ Scalable architecture
Web3

DeFi Yield Aggregator

Smart contract system for optimizing DeFi yields across multiple protocols with automated rebalancing.

Solidity
Hardhat
Ethers.js
Next.js
+1

Tech Stack

Technologies

Solidity
Hardhat
Ethers.js
Next.js
Web3

Description

Smart contract system for optimizing DeFi yields across multiple protocols with automated rebalancing.

Features

  • β€’ Real-time data processing
  • β€’ Advanced algorithms
  • β€’ Optimized performance
  • β€’ Scalable architecture

Work Experience

Professional journey spanning AI research, full-stack development, and blockchain innovation.

AI Research Intern

Tech Innovation Lab

Summer 2024
Remote

Developed advanced RAG systems and fine-tuned LLMs for domain-specific applications. Implemented prompt engineering techniques and built AI agents for automated content generation.

Key Achievements:

  • β€’Improved model accuracy by 25% through custom fine-tuning
  • β€’Built scalable RAG pipeline processing 10K+ documents
  • β€’Developed prompt engineering framework adopted by team
LLMs
RAG
Python
LangChain
Vector DBs

Full-Stack Developer

Startup Accelerator

Jan 2024 - Present
Bangalore, India

Led development of scalable web applications using modern tech stack. Implemented microservices architecture and deployed applications on cloud platforms.

Key Achievements:

  • β€’Built 3 production applications serving 5K+ users
  • β€’Reduced deployment time by 60% with CI/CD pipelines
  • β€’Mentored 5 junior developers in best practices
Next.js
Node.js
PostgreSQL
Docker
AWS

Blockchain Developer

Web3 Solutions

Sep 2023 - Dec 2023
Remote

Developed decentralized applications and smart contracts on Ethereum. Implemented token economics and integrated with various DeFi protocols.

Key Achievements:

  • β€’Deployed 5 smart contracts with 99.9% uptime
  • β€’Implemented gas optimization reducing costs by 40%
  • β€’Built dApp with 1K+ active users
Solidity
Ethers.js
React
MetaMask
IPFS

Get In Touch

Ready to collaborate on innovative projects? Let's discuss how we can work together.

Let's Connect

Email

pkv.connect@gmail.com

Telegram

@pushkar_india

Location

IIT Guwahati, Assam, India

Why Work With Me?

  • β€’Cutting-edge expertise in AI/ML and modern web technologies
  • β€’Full-stack development from concept to deployment
  • β€’Blockchain and Web3 development experience
  • β€’Strong focus on scalable, maintainable solutions

Send a Message