Summary
Overview
Skills
Work History
Education
Interests
Work Availability
Languages
Timeline
Hi, I’m

Dakshin JV

AI Engineer
Dakshin JV

Summary

AI Engineer with 3+ years of experience in building predictive models and GenAI systems across fintech and blockchain. Skilled in combining classical ML, NLP and LLMs to deliver scalable, real-world AI solutions.

Overview

3
years of professional experience
6
Languages

Skills

Programming: Python, SQL, PySpark

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Work History

Centricity Financial Distribution Pvt. Ltd.

Data Scientist
08.2023 - 01.2025

Job overview

  • Financial Insights Copilot (RAG)
    Built a Llama3.1-powered assistant with LangChain and MongoDB/SSMS, automating investment recommendations to cut client decision time by 30% and boost platform adoption by 22%.
  • LLM-Driven Support Automation Platform
    Engineered a GPT-4 AI ticket routing system with human-in-the-loop refinement, reducing resolution time by 40%. Integrated ZohoDesk APIs, Airflow ETL, and Tableau for real-time SLA tracking.
  • AI-Driven Asset Allocation Optimizer
    Engineered a Random Forest model to automate equity/debt allocation by filtering historical anomalies (e.g., Covid-19 outliers), achieving 77% prediction accuracy. The solution cut manual effort by 60%, though it required quarterly retraining to adapt to market regime shifts.
  • Automated Mutual Fund Data Aggregator
    Developed a Selenium-based web scraper (Python, BeautifulSoup) to extract historical mutual fund data, enabling strategy refinements that improved client portfolio performance by 15%.
  • Life-Milestone Investment Planner
    Built a wealth engine aligning portfolios with client goals (retirement, education), accounting for inflation and volatility, driving 8% new client acquisition in 2 weeks and securing Series A funding.
  • Portfolio Rebalancing Engine
    Created a rules-based engine dynamically adjusting portfolios by risk tolerance, yielding 20% higher profits in bull markets, 25% better loss protection in downturns, and 5% new user growth.

Roni Analytics

On-chain Data Scientist
01.2022 - 07.2023

Job overview

  • End-to-End Ethereum Data Pipeline
    Built an ETL pipeline decoding blockchain data, cutting costs by 65% using Python, PySpark, and Databricks.
  • Blockchain Data Integration
    Aggregated 10+ blockchain sources into a data warehouse for analytics & reporting via S3 and Redshift.
  • Social Media Sentiment Analysis
    Analyzed Twitter, Discord, Telegram & Reddit sentiment to forecast token performance using NLP models.
  • DeFi Protocol Analytics
    Developed TVL & liquidation metrics for Aave, Compound & MakerDAO by studying whitepapers & on-chain data.
  • Credit Scoring System (POC)
    Enhanced creditworthiness predictions by modeling user behavior with ML in Python & PostgreSQL.

Education

IIIT Bangalore

Executive Programme from Generative AI for Leaders
08.2024 - 02/2025

IIIT Bangalore

PG Diploma from Data Science
12/2020 - 01/2022

University Overview

GPA: 96%

SRM University
Kattenkulathur, Chennai

Bachelor's Degree from Electrical And Electronics Engineering
07.2015 - 05/2020

University Overview

GPA: 70%

Interests

Reading Books, Meditation, GYM

Availability
See my work availability
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Languages

English, Tamil, Telugu, Kannada
Bilingual or Proficient (C2)
Malayalam, Hindi
Upper intermediate (B2)

Timeline

IIIT Bangalore

Executive Programme from Generative AI for Leaders
08.2024 - 02/2025

Data Scientist

Centricity Financial Distribution Pvt. Ltd.
08.2023 - 01.2025

On-chain Data Scientist

Roni Analytics
01.2022 - 07.2023

SRM University

Bachelor's Degree from Electrical And Electronics Engineering
07.2015 - 05/2020

IIIT Bangalore

PG Diploma from Data Science
12/2020 - 01/2022
Dakshin JVAI Engineer