Venkata Manisha

Python Software Engineer

Bengaluru, India 1+ yrs exp 83 · Excellent

About

Highly analytical Python Software Engineer with 1.6 years of professional experience specializing in backend automation, data pipelines, and modern Generative AI architectures. Proficient in developing scalable solutions using Python and SQL, with proven experience building Retrieval-Augmented Generation (RAG) prototypes, evaluating Large Language Models (LLMs), and crafting robust Prompt Engineering frameworks. Adept at processing high-dimensional datasets, orchestrating ETL workflows, and deploying RESTful APIs using Django REST Framework. Strong foundation in Agile methodologies, data structures, and object-oriented programming (OOP).

Skills & Expertise (29)

Generative AI Advanced

8.0/10

1.6

Years Exp

Large Language Models Advanced

8.0/10

1.6

Years Exp

Retrieval-Augmented Generation Advanced

8.0/10

1.6

Years Exp

Prompt Engineering Advanced

8.0/10

1.6

Years Exp

Python Intermediate

7.4/10

1.6

Years Exp

Pandas Intermediate

7.4/10

1.6

Years Exp

NumPy Intermediate

7.4/10

1.6

Years Exp

GitHub Intermediate

7.0/10

1.6

Years Exp

Git Intermediate

7.0/10

1.6

Years Exp

ETL Intermediate

7.0/10

1.6

Years Exp

Machine Learning fundamentals Intermediate

7.0/10

1.6

Years Exp

Groq Intermediate

7.0/10

1.6

Years Exp

Django Rest Framework Intermediate

6.6/10

1.6

Years Exp

RESTful API Development Intermediate

6.6/10

1.6

Years Exp

SQL Intermediate

6.4/10

1.6

Years Exp

MySql Intermediate

6.4/10

1.6

Years Exp

Agile Scrum Intermediate

6.0/10

1.6

Years Exp

LINUX Intermediate

6.0/10

1.6

Years Exp

Sprint planning Intermediate

6.0/10

1.6

Years Exp

Data Structures & Algorithms Intermediate

6.0/10

1.6

Years Exp

Object-Oriented Programming Intermediate

6.0/10

1.6

Years Exp

FastAPI Intermediate

6.0/10

1.6

Years Exp

Flask Intermediate

6.0/10

1.6

Years Exp

Power BI Beginner

5.0/10

1.6

Years Exp

OpenpyXL Beginner

5.0/10

1.6

Years Exp

Java Beginner

4.4/10

1.6

Years Exp

AWS (RDS AWS (S3 AWS (EC2

Work Experience

Associate Engineer

KPIT Technologies

Oct 2024 - Apr 2026

Designed and evaluated functional Retrieval-Augmented Generation (RAG) prototypes and advanced Prompt Engineering frameworks utilizing Groq to automatically parse, filter, and resolve complex engineering system logs. Engineered custom Python automation scripts and structured high-throughput ETL data workflows to ingest and validate high-dimensional radar telemetry and sensor streams for ADAS software safety pipelines. Developed custom algorithmic validation rules, structural data label verification modules, and API schema checks to safeguard downstream training data integrity. Intercepted runtime exceptions, identified silent processing data corruption bugs, and optimized backend operational code paths utilizing Pandas, NumPy, and SQL databases. Integrated modern software engineering components and modular RESTful services with AWS ecosystem infrastructure (EC2, S3), reducing query pipeline failure loops. Scaled total verification efficiency by 60% across complex multi-modal data frameworks while maintaining strict version-controlled repository patterns via Git and GitHub. Actively participated in corporate Agile Scrum ceremonies, including Sprint Planning and strict peer code reviews to ensure clean, reusable, and maintainable software components.

Education

Bachelor of Technology in Information Technology - Shri Vishnu Engineering College For Women

2020 - 2024 · Afghanistan

Certifications

No certifications added yet

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Profile Score Breakdown

📷 Photo 10/10

📄 Resume 10/10

💼 Job Title 10/10

✍️ Bio 10/10

🛠️ Skills 20/20

🎓 Education 10/10

⏱️ Experience 8/15

💰 Rate 0/5

🏆 Certs 0/5

✅ Verified 5/5

Total Score 83/100

Profile Overview

Member sinceSep 2026

Skills (29)

Click a skill to find developers with the same skill

Generative AI Large Language Models Retrieval-Augmented Generation Prompt Engineering Python Pandas NumPy GitHub Git ETL +19 more

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