Summary
Overview
Work History
Education
Skills
Projects
Certification
Accomplishments
Languages
Affiliations
Timeline
Generic

Manish Putnala

Hyderabad

Summary

As a diligent and highly motivated recent graduate with a Bachelor's in Computer Science Engineering, I am actively seeking challenging and rewarding job opportunities where I can apply my technical knowledge and skills. My primary focus is on data science, and I am eager to contribute to innovative projects while further developing my expertise in software development, AI, and web technologies.

Overview

4
4
years of professional experience
1
1
Certification

Work History

Data Science Intern

Innomatics Research Labs
Hyderabad
01.2024 - 04.2024

Real-time Intern Demographic Analysis:

  • Analyzed internship application data to understand demographics and skill preferences.
  • Implemented fuzzy matching algorithms for data normalization.

Data Recovery and Misconduct Identification:

  • Examined chat data to identify policy violations.
  • Implemented data processing methods for misconduct detection.

Data-Driven Insights for Pizza Store Operations:

  • Analyzed historical data to improve pizza delivery performance.
  • Investigated revenue trends and capacity planning for delivery fleet optimization.

Exploratory Data Analysis (EDA) of AMCAT Dataset and Hypothesis Testing:

  • Conducted EDA on AMCAT dataset and hypothesis testing on salary claims.
  • Investigated gender and specialization preferences among individuals.

Backend Refactoring and Bug Fixing for Note Taking Application:

  • Debugged and refactored backend codebase for note-taking application.
  • Ensured successful note addition and display functionality.

Development and Deployment of Regex Matching Web Application with Flask:

  • Created and deployed a regex matching web application using Flask on AWS.
  • Implemented features for regex testing and email validation.
    Configured secure access controls and networking configurations for data privacy.

GenAI App - AI Code Reviewer and Conversational AI Data Science Tutor:

  • Created the GenAI App - AI Code Reviewer and a Conversational AI Data Science Tutor.

RAG (Retrieval-Augmented Generation) System:

  • Engineered a RAG (Retrieval-Augmented Generation) system using LLMs.

Enhancing Search Engine Relevance for Video Subtitles:

  • Developed an advanced search engine algorithm for video subtitles.



Intern

Uppal Industries Association
Hyderabad
06.2020 - 12.2020
  • During my internship at Uppal Industries Association I worked with a team of 6 members on programming Raspberry Pi board using python programming language for Home Automation.
  • Tools used: Raspberry Pi Board, Python Programming language, Python Libraries(RaspberryPi) to successfully build the home automation project using embedded systems.

Education

B.Tech - Computer Science Engineering

St.Martin's Engineering College
Hyderabad
05-2024

Diploma - Electrical, Electronics And Communications Engineering

T.R.R College of Polytechnic
Hyderabad
08-2021

High School Diploma -

Shri Gujarati Vidya Mandir High School
Hyderabad
05-2018

Skills

Data Analysis and Visualisation:

  • MS Excel
  • Pandas
  • Numpy
  • Tableau
  • Matplotlib
  • Seaborn

Machine learning and Numpy:

  • Scikit-learn
  • Pytorch
  • Mlflow
  • Prefect

GenAI and LLMScikitchaing>

  • Langchain
  • Transformers
  • Huggingface
  • OpenAI and Gemini API's

Deployment:

  • AWS EC2

Web Development:

  • HTML
  • CSS
  • Flask

Databases:

  • PostgreSQL
  • Chromadb

Programming Languages:

  • Python
  • Core Java
  • JavaScript

Projects

  • Efficient spam detection using supervised machine learning
  • Sarcasm detection using machine learning
  • Sentiment analysis on product reviews using machine learning
  • Semantic based search engine using transformers and vector database
  • Retrieval Augmented Generation system using Langchain
  • Conversational AI Data Science Tutor and AI Code Reviewer
  • Exploratory Data Analysis and Hypothesis Testing on AMCAT Dataset
  • Built and deployed regex pattern matching app using HTML.CSS Flask and deployed on AWS EC2 instance.

Certification

GenAIGenAI

Certificates from Innomatics Research Labs:

  • Advanced Data Analysis Internship Program: https://drive.google.com/file/d/18CAg7ZV55vvetEiFNzVo4ZP76djSm8u1/view?usp=sharing

Certificates from Internshala Trainings:

  • Excel : https://drive.google.com/file/d/1R9Xjvc_10vVtnX4_1UwoTSTc1QRuGxeU/view?usp=sharing
  • SQL: https://drive.google.com/file/d/1J_16WNEx_8m8hdGMUcuuz0lvPJXt5nx7/view?usp=sharing
  • Tableau : https://drive.google.com/file/d/1D4yK81-H9ScbNrJGeGE1ZnE-ydek1YRa/view?usp=sharing

Certificates from Kaggle:

  • Pandas : https://drive.google.com/file/d/1op2C-e9Ct_9HYd9CwY0-XsveLsJah99V/view?usp=sharing
  • Machine Learning : https://drive.google.com/file/d/1r8PJqhooysZfXWuE7IqYSb97aSfz-sin/view?usp=sharing

Accomplishments

Presented paper on Efficient spam detection using supervised machine learning:

  • Participated and presented a paper in 3rd International Conference on Innovations and Recent Trends in Computer Science organised by Department of Computer Science and Engineering at St.Martin's Engineering College.

Blog Posts:

  • Posted blogs on medium on Language Models and Navigating the GenAI Frontier: Transformers,GPT and path to accelerated innovation.

Languages

Telugu
First Language
English
Proficient (C2)
C2
Hindi
Upper Intermediate (B2)
B2

Affiliations

  • Video Games
  • Sports
  • Music
  • Astrophile
  • History and Geopolitics

Timeline

Data Science Intern

Innomatics Research Labs
01.2024 - 04.2024

Intern

Uppal Industries Association
06.2020 - 12.2020

B.Tech - Computer Science Engineering

St.Martin's Engineering College

Diploma - Electrical, Electronics And Communications Engineering

T.R.R College of Polytechnic

High School Diploma -

Shri Gujarati Vidya Mandir High School

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Manish Putnala