Summary
Overview
Work History
Education
Skills
Accomplishments
Certification
Hobbies and Interests
Languages
Timeline
Generic
Hisham Parveez

Hisham Parveez

Bangalore

Summary

Experienced professional with 5 years in machine learning and software development. Expertise in building, deploying, and optimizing data-driven solutions for scalable applications.

Overview

8
8
years of professional experience
1
1
Certification

Work History

AI Engineer

Optimum Solutions
08.2024 - Current

Optimum Solutions provides digital and IT solutions and services to enterprises.

  • Designed and implemented a data archival solution for banking systems, achieving 90% data compression and optimizing storage costs.
  • Built scalable ETL pipelines using Apache Spark, enabling seamless data processing and storage in cloud-based environments (HCP and MinIO) and S3.
  • Developed a cost-effective SQL-based data retrieval system, reducing operational expenses by 50% compared to the legacy solution.
  • Engineered RESTful API endpoints using Flask to facilitate secure and efficient data consumption by front-end applications.
  • Designed and trained deep neural network models for advanced data-driven predictions, enhancing decision-making capabilities.
  • Tech stack . Python, Spark, S3, Flask, PyTorch, sklearn

Software & AI Engineer

Bavest Technologies
10.2022 - 06.2023

Bavest Technologies is a fintech startup for investment research and portfolio tracking. My role consisted of developing and testing backend and AI models for finance.

  • Developed a Python SDK (Bavest API) to fetch real-time market data, sentiment analysis, and alternative datasets, enabling seamless integration for investment research.
  • Built a financial NLP data pipeline to train and fine-tune finance-specific LLMs, enhancing AI-driven insights for investors.
  • Co-developed a Fund Analysis Engine that automates financial report generation and predictive analytics, improving investment decision-making.
  • Optimized an AI-powered document reader for ESG data extraction, boosting F1-score by 8% through advanced data preprocessing and feature engineering.
  • Tech stack: Python, AWS Lambda, Docker, Pydantic, Redis, Kanban.

Senior Systems Engineer

Infosys
06.2019 - 12.2020

Infosys is a multinational information technology company that provides IT services.

  • Worked with the Infosys VR team to develop interactive VR data analytics applications using Agile/Scrum methodologies.
  • Designed and implemented data analytics integration for a 3D simulation system, streamlining workflows and enhancing performance.
  • Tech stack : Python, scikit-learn, Unity 3D, C++PostgreSQL.

Systems Engineer

Infosys
06.2018 - 05.2019
  • Built end-to-end data analytics tools, cutting costs by 16% via efficiency improvements.
  • Led POC development for document retrieval systems, refining solutions based on stakeholder input.
  • Tech stack : Python, Django, Pandas, SQLAlchemy, Docker

Systems Engineer Trainee

Infosys
12.2017 - 05.2018
  • Gained hands-on experience with Python, SQL, .NET, JavaScript, and Angular while building an e-commerce website as part of a development team.
  • Completed training and evaluations, resulting in a employment offer for strong technical performance.

Education

Master of Science - Web & Data Science

University of Koblenz
Koblenz
09-2024

Bachelor of Engineering - Computer Science

Visvesvaraya Technological University
Mysore
07.2017

Skills

  • Software Development
  • Machine Learning
  • Python
  • PyTorch
  • SQL / NoSQL
  • REST/JSON
  • Django/Flask/FastAPI
  • C#/C
  • Pandas/Numpy
  • Docker
  • Git
  • Linux

Accomplishments

Master Thesis - Lies and deceptive text detection

  • Evaluated and optimized LLMs performance in a scenarios of classification, GANs, question answering etc.
  • BERT achieved an accuracy of 90% with 5-10% of labeled data.
  • Tech stack : Python, Pandas, PyTorch, Scikit-learn, Transformers.


AI-NET Research Lab

  • AI-NET is a research project aimed at data security and safe exchange of data in healthcare.
  • Researched and designed a server component Training coordinator for generating and validating data contracts.
  • Tech stack : Docker, Python, pymongo, Pandas, REST, FastAPI.

Certification

  • Deep Learning Specialization, DeepLearning.AI March 2022 — April 2022
  • Data Analytics Professional Certification, Google November 2021 — April 2022

Hobbies and Interests

Cricket, Reading, Chess

Languages

English
Hindi
German

Timeline

AI Engineer

Optimum Solutions
08.2024 - Current

Software & AI Engineer

Bavest Technologies
10.2022 - 06.2023

Senior Systems Engineer

Infosys
06.2019 - 12.2020

Systems Engineer

Infosys
06.2018 - 05.2019

Systems Engineer Trainee

Infosys
12.2017 - 05.2018

Master of Science - Web & Data Science

University of Koblenz

Bachelor of Engineering - Computer Science

Visvesvaraya Technological University
Hisham Parveez